SHIVAM KUMAR [email protected] | 9871029576 | New Delhi, India linkedin.com/in/shivam-jha-3515a713a | github.com/kumar045 | twitter.com/@dk238347 SUMMARY To secure a position that leverages my expertise in AI-related skills, including machine learning, deep learning, time series forecasting, Bayesian statistics, Hugging Face transformers, LLM, diffusion, Langchain, and prompt engineering, along with my proficiency in optimization, agile development methodologies, GCP, PySpark, big data analysis, MERN stack, Docker, Kubernetes, IBM Cloud, and full stack cloud web development, to contribute to the success of an organization. EXPERIENCE (4 YEARS 2 MONTHS) Senior AI Software Developer 17 July 2023 - Present Sveltetech Gurgaon, Haryana • Contributing to Big Data Project, a Big Data and Generative AI project focused on processing, unstructured data analysis, generation, and RAG. • Fine-tuning Large Language Models with Multimodal Data (Text, Audio, Image Text) Enhanced LLMs by finetuning with multimodal data (text, audio transcriptions, OCR-extracted image text) to transform unstructured data into structured formats, optimizing storage and enabling advanced analytical workflows. • Experience working with Natural Language Processing, Django, PySpark, Apache Flink, Apache Kafka, Docker, LLM, Generative AI, Hugging Face Transformers, Elastic Search, Neo4j, and Langchain. Senior Artificial Intelligence Technical Specialist 24 Jan 2022 - 16 July 2023 Skill-Up Technologies Noida, UP • Developed content, labs, and assessments related to AI and Cloud technologies for IBM learning programs on Coursera, edX, and IBM’s in-house learning platforms as part of SME services. • Experience working with Computer Vision, Natural Language Processing, Machine Learning, Deep Learning, Django, MERN, Docker, LLM, Diffusion, Hugging Face Transformers, Terraform, Kubernetes and Langchain. Artificial Intelligence Technical Specialist 21 Jun 2021 - 24 Jan 2022 Skill-Up Technologies Noida, UP • Working as an AI and Cloud Subject Matter Expert for IBM learning programs on Coursera, edX, and IBM’s in-house learning platforms as part of SME services. Artificial Intelligence Engineer 15 Nov 2020 - 20 Jun 2021 Pink Tech Design Gurgaon, Haryana • Experience working with Computer Vision and used GDAL and Rasterio libraries to create satellite tif images suitable for deep learning models in the satellite imagery field. • Worked closely on Computer Vision models using CNN, YOLOV5, UNET, Mask R-CNN, GAN, Autoencoder and NLP models using RNN LSTM, Transformer. • Developed API’s of trained models using Django Rest Framework, integrated with React and Node applications, and deployed on the cloud. PROJECTS Advanced Virtual Assistant Platform • Developed an AI-based real-time virtual assistant with subscription payment integration, offering faster responses than typical mobile ChatGPT versions, by integrating chatbots and voice assistants for enhanced customer support. • Implemented features for seamless embedding of chatbots and voice assistants into websites using HTML, simplifying user integration. • Utilized external and custom local Large Language Models (LLMs) by integrating them with a LangChain agent to create tailored custom assistants. • Incorporated diverse knowledge sources to expand custom assistant capabilities, enabling tasks like appointment booking, web crawling, and lead generation. • Empowered businesses to deliver personalized and interactive experiences for website visitors, improving engagement and user satisfaction. • Positioned the platform as an advanced solution to traditional customer support, offering intelligent, conversational AI for websites. • Enabled more natural, context-aware, and meaningful user conversations, surpassing traditional rule-based chatbots. Real-Time Communication Analysis Tool • Developed a real-time call analysis tool using the MediaStream Recording API for live audio capture from browsers. • Employed WebSocket for server connection to facilitate real-time speaker diarization. • Integrated Whisper OpenAI STT (Speech-to-Text) for audio transcription. • Utilized Pyannote for speaker embedding to differentiate speakers during calls. Smart City Traffic Flow Optimization System • Designed and developed a system to analyze real-time video feeds from urban traffic cameras for optimizing traffic light schedules and reducing congestion. • Implemented object detection (vehicles, pedestrians) and tracking algorithms using OpenCV and a deep learning model (e.g., YOLOv5) to monitor traffic density and flow patterns. • Developed a predictive model using time series analysis (e.g., ARIMA, LSTM) on historical traffic data to anticipate peak congestion periods. • Created a simulation environment to test and validate different traffic signal control strategies before deployment. • Engineered a backend service using Python (FastAPI) for data ingestion from cameras and a frontend dashboard using React for visualization of traffic states and system performance. AI-Powered E-commerce Product Recommendation Engine • Developed a personalized product recommendation system for an e-commerce platform to enhance user experience and increase sales. • Utilized collaborative filtering and content-based filtering techniques, processing user interaction data (views, purchases, ratings) and product descriptions (NLP techniques on text). • Implemented the system using PySpark for scalable processing of large datasets of user behavior and product catalogs. • Integrated the recommendation engine via APIs with the existing e-commerce frontend (MERN stack components) to display personalized suggestions in real-time. • Employed A/B testing methodologies to evaluate the effectiveness of different recommendation algorithms and continuously improve model performance. Automated Document Summarization and Analysis for Financial Reports • Created a tool to automatically summarize lengthy financial reports and extract key insights using Natural Language Processing and Large Language Models. • Leveraged Hugging Face Transformers for abstractive and extractive summarization tasks on unstructured text data from PDF and TXT files. • Incorporated named entity recognition (NER) to identify and categorize key financial entities, terms, and figures within documents. • Developed a Langchain-based workflow to orchestrate data ingestion, pre-processing, model inference, and structured output generation (e.g., JSON with key findings). • Built a simple web interface using Streamlit for users to upload documents and view summaries and extracted information. EDUCATION Bachelor of Technology (IT) August 2016 - May 2020 Panipat Institute of Engineering and Technology TRAINING Completed Training On Machine Learning 7 May 2019 - 3 August 2019 Aptron Solution Private Limited Noida, UP • Implemented a variety of exploratory data analysis methods, including data collection, data cleaning, data preparation, data processing, feature engineering, and hypothesis testing utilizing Statistical Tools and created Machine Learning models. CERTIFICATIONS • IBM Applied AI Professional Course - Certified by EDX • IBM AI Engineering Professional Course - Certified by Coursera • IBM DevOps and Software Engineering Professional Certificate - Certified by Coursera • IBM Full Stack Cloud Developer Professional Course - Certified by EDX • Google Cloud Platform Professional Course - Certified by Coursera SKILLS Programming/Frameworks AI/ML Tools/Platforms Python Machine Learning Docker Django Rest API Deep Learning Kubernetes FastAPI LLM GCP JavaScript Hugging Face Transformers PySpark React Native Langchain Apache Kafka MERN Stack Computer Vision Apache Flink Node.js Natural Language Processing Elastic Search SQL (MySQL) Diffusion Neo4j NoSQL Prompt Engineering IBM Cloud HTML/CSS Time Series Forecasting Terraform Bootstrap 5 Bayesian Statistics Git Redux Tensorflow Agile Development PyTorch Keras Big Data Analysis Scikit-Learn Transfer Learning Full Stack Web Development Streamlit Optimization create portfolio based on my resume data - Initial Deployment
Browse files- README.md +7 -5
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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title: my-resume
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emoji: 🐳
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colorFrom: red
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sdk: static
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tags:
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- deepsite
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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<!DOCTYPE html>
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<html lang="en">
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<head>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>Shivam Kumar | AI & Full Stack Developer</title>
|
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<script src="https://cdn.tailwindcss.com"></script>
|
8 |
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<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.0/css/all.min.css">
|
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<style>
|
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.gradient-bg {
|
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background: linear-gradient(135deg, #6e48aa 0%, #9d50bb 100%);
|
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}
|
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.skill-badge {
|
14 |
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transition: all 0.3s ease;
|
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}
|
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.skill-badge:hover {
|
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transform: translateY(-3px);
|
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box-shadow: 0 10px 20px rgba(0,0,0,0.1);
|
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}
|
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.project-card {
|
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transition: all 0.3s ease;
|
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}
|
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+
.project-card:hover {
|
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transform: translateY(-5px);
|
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+
box-shadow: 0 15px 30px rgba(0,0,0,0.2);
|
26 |
+
}
|
27 |
+
.timeline-item:not(:last-child)::after {
|
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+
content: '';
|
29 |
+
position: absolute;
|
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left: 7px;
|
31 |
+
top: 24px;
|
32 |
+
height: calc(100% - 24px);
|
33 |
+
width: 2px;
|
34 |
+
background: #e2e8f0;
|
35 |
+
}
|
36 |
+
.typewriter {
|
37 |
+
overflow: hidden;
|
38 |
+
border-right: .15em solid #6e48aa;
|
39 |
+
white-space: nowrap;
|
40 |
+
margin: 0 auto;
|
41 |
+
letter-spacing: .15em;
|
42 |
+
animation: typing 3.5s steps(40, end), blink-caret .75s step-end infinite;
|
43 |
+
}
|
44 |
+
@keyframes typing {
|
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from { width: 0 }
|
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to { width: 100% }
|
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}
|
48 |
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@keyframes blink-caret {
|
49 |
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from, to { border-color: transparent }
|
50 |
+
50% { border-color: #6e48aa; }
|
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}
|
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</style>
|
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</head>
|
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<body class="bg-gray-50 font-sans antialiased">
|
55 |
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<!-- Header/Navigation -->
|
56 |
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<header class="gradient-bg text-white sticky top-0 z-50 shadow-lg">
|
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<div class="container mx-auto px-6 py-4">
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<div class="flex items-center justify-between">
|
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<div class="text-2xl font-bold">
|
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<span class="text-white">Shivam</span><span class="text-purple-200">Kumar</span>
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</div>
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<nav class="hidden md:flex space-x-8">
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<a href="#about" class="hover:text-purple-200 transition">About</a>
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<a href="#experience" class="hover:text-purple-200 transition">Experience</a>
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<a href="#projects" class="hover:text-purple-200 transition">Projects</a>
|
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<a href="#skills" class="hover:text-purple-200 transition">Skills</a>
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<a href="#contact" class="hover:text-purple-200 transition">Contact</a>
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</nav>
|
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<button class="md:hidden focus:outline-none" id="menu-toggle">
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<i class="fas fa-bars text-2xl"></i>
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</button>
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</div>
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<div class="md:hidden hidden mt-2" id="mobile-menu">
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<div class="flex flex-col space-y-3">
|
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<a href="#about" class="block hover:text-purple-200 transition">About</a>
|
76 |
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<a href="#experience" class="block hover:text-purple-200 transition">Experience</a>
|
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<a href="#projects" class="block hover:text-purple-200 transition">Projects</a>
|
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<a href="#skills" class="block hover:text-purple-200 transition">Skills</a>
|
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<a href="#contact" class="block hover:text-purple-200 transition">Contact</a>
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</div>
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</div>
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</div>
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</header>
|
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|
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<!-- Hero Section -->
|
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<section class="gradient-bg text-white py-20">
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<div class="container mx-auto px-6 flex flex-col md:flex-row items-center">
|
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<div class="md:w-1/2 mb-10 md:mb-0">
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<h1 class="text-4xl md:text-5xl font-bold mb-4">Hi, I'm <span class="text-purple-200">Shivam Kumar</span></h1>
|
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<h2 class="text-2xl md:text-3xl font-semibold mb-6 typewriter">Senior AI & Full Stack Developer</h2>
|
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<p class="text-lg mb-8 text-purple-100">Passionate about building intelligent systems and scalable applications with expertise in AI, machine learning, and full stack development.</p>
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<div class="flex space-x-4">
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<a href="#contact" class="bg-white text-purple-800 px-6 py-3 rounded-lg font-semibold hover:bg-purple-100 transition">Contact Me</a>
|
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<a href="#projects" class="border-2 border-white text-white px-6 py-3 rounded-lg font-semibold hover:bg-white hover:text-purple-800 transition">View Projects</a>
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</div>
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</div>
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<div class="md:w-1/2 flex justify-center">
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<div class="relative w-64 h-64 md:w-80 md:h-80 rounded-full overflow-hidden border-4 border-white shadow-xl">
|
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<img src="https://via.placeholder.com/400x400.png?text=Shivam+Kumar" alt="Shivam Kumar" class="w-full h-full object-cover">
|
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</div>
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</div>
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</div>
|
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</section>
|
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|
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<!-- About Section -->
|
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<section id="about" class="py-16 bg-white">
|
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<div class="container mx-auto px-6">
|
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<h2 class="text-3xl font-bold text-center mb-12 text-gray-800">About Me</h2>
|
109 |
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<div class="flex flex-col md:flex-row items-center">
|
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<div class="md:w-1/2 mb-8 md:mb-0 md:pr-8">
|
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<p class="text-lg text-gray-700 mb-6">
|
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I'm a Senior AI Software Developer with over 4 years of experience specializing in AI-related technologies including machine learning, deep learning, time series forecasting, and large language models.
|
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</p>
|
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<p class="text-lg text-gray-700 mb-6">
|
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My expertise spans across the entire AI development lifecycle, from research and model training to deployment and integration with web applications. I'm passionate about creating intelligent systems that solve real-world problems.
|
116 |
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</p>
|
117 |
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<p class="text-lg text-gray-700">
|
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When I'm not coding, you can find me exploring new AI research papers, contributing to open-source projects, or mentoring aspiring developers in the field of artificial intelligence.
|
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</p>
|
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</div>
|
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<div class="md:w-1/2 bg-gray-50 p-8 rounded-xl shadow-lg">
|
122 |
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<div class="mb-6">
|
123 |
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<h3 class="text-xl font-semibold text-gray-800 mb-3">Personal Info</h3>
|
124 |
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<div class="space-y-2">
|
125 |
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<p class="flex items-center text-gray-700">
|
126 |
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<i class="fas fa-envelope mr-3 text-purple-600"></i>
|
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<span>[email protected]</span>
|
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</p>
|
129 |
+
<p class="flex items-center text-gray-700">
|
130 |
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<i class="fas fa-phone mr-3 text-purple-600"></i>
|
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<span>9871029576</span>
|
132 |
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</p>
|
133 |
+
<p class="flex items-center text-gray-700">
|
134 |
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<i class="fas fa-map-marker-alt mr-3 text-purple-600"></i>
|
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<span>New Delhi, India</span>
|
136 |
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</p>
|
137 |
+
</div>
|
138 |
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</div>
|
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<div>
|
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<h3 class="text-xl font-semibold text-gray-800 mb-3">Connect With Me</h3>
|
141 |
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<div class="flex space-x-4">
|
142 |
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<a href="https://linkedin.com/in/shivam-jha-3515a713a" target="_blank" class="w-10 h-10 rounded-full bg-blue-600 text-white flex items-center justify-center hover:bg-blue-700 transition">
|
143 |
+
<i class="fab fa-linkedin-in"></i>
|
144 |
+
</a>
|
145 |
+
<a href="https://github.com/kumar045" target="_blank" class="w-10 h-10 rounded-full bg-gray-800 text-white flex items-center justify-center hover:bg-gray-900 transition">
|
146 |
+
<i class="fab fa-github"></i>
|
147 |
+
</a>
|
148 |
+
<a href="https://twitter.com/@dk238347" target="_blank" class="w-10 h-10 rounded-full bg-blue-400 text-white flex items-center justify-center hover:bg-blue-500 transition">
|
149 |
+
<i class="fab fa-twitter"></i>
|
150 |
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</a>
|
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</div>
|
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</div>
|
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</div>
|
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</div>
|
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</div>
|
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</section>
|
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+
|
158 |
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<!-- Experience Section -->
|
159 |
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<section id="experience" class="py-16 bg-gray-50">
|
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<div class="container mx-auto px-6">
|
161 |
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<h2 class="text-3xl font-bold text-center mb-12 text-gray-800">Work Experience</h2>
|
162 |
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<div class="max-w-3xl mx-auto">
|
163 |
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<div class="space-y-8">
|
164 |
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<!-- Experience 1 -->
|
165 |
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<div class="relative pl-8 timeline-item">
|
166 |
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<div class="absolute left-0 w-4 h-4 rounded-full bg-purple-600 border-4 border-purple-200"></div>
|
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<div class="bg-white p-6 rounded-xl shadow-md">
|
168 |
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<div class="flex flex-col md:flex-row md:justify-between md:items-center mb-4">
|
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<h3 class="text-xl font-bold text-gray-800">Senior AI Software Developer</h3>
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<span class="text-purple-600 font-semibold">July 2023 - Present</span>
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</div>
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<h4 class="text-lg font-semibold text-gray-700 mb-2">Sveltetech, Gurgaon, Haryana</h4>
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<ul class="list-disc pl-5 space-y-2 text-gray-700">
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<li>Contributing to Big Data Project, a Big Data and Generative AI project focused on processing, unstructured data analysis, generation, and RAG.</li>
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175 |
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<li>Fine-tuning Large Language Models with Multimodal Data (Text, Audio, Image Text) to transform unstructured data into structured formats.</li>
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176 |
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<li>Working with NLP, Django, PySpark, Apache Flink, Apache Kafka, Docker, LLM, Generative AI, Hugging Face Transformers, Elastic Search, Neo4j, and Langchain.</li>
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</ul>
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</div>
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</div>
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<!-- Experience 2 -->
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<div class="relative pl-8 timeline-item">
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<div class="absolute left-0 w-4 h-4 rounded-full bg-purple-600 border-4 border-purple-200"></div>
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<div class="bg-white p-6 rounded-xl shadow-md">
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<div class="flex flex-col md:flex-row md:justify-between md:items-center mb-4">
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<h3 class="text-xl font-bold text-gray-800">Senior Artificial Intelligence Technical Specialist</h3>
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<span class="text-purple-600 font-semibold">Jan 2022 - July 2023</span>
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</div>
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<h4 class="text-lg font-semibold text-gray-700 mb-2">Skill-Up Technologies, Noida, UP</h4>
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<ul class="list-disc pl-5 space-y-2 text-gray-700">
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<li>Developed content, labs, and assessments related to AI and Cloud technologies for IBM learning programs on Coursera, edX, and IBM's in-house learning platforms.</li>
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<li>Worked with Computer Vision, Natural Language Processing, Machine Learning, Deep Learning, Django, MERN, Docker, LLM, Diffusion, Hugging Face Transformers, Terraform, Kubernetes and Langchain.</li>
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</ul>
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</div>
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</div>
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<!-- Experience 3 -->
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<div class="relative pl-8 timeline-item">
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<div class="absolute left-0 w-4 h-4 rounded-full bg-purple-600 border-4 border-purple-200"></div>
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<div class="bg-white p-6 rounded-xl shadow-md">
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<div class="flex flex-col md:flex-row md:justify-between md:items-center mb-4">
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<h3 class="text-xl font-bold text-gray-800">Artificial Intelligence Technical Specialist</h3>
|
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+
<span class="text-purple-600 font-semibold">Jun 2021 - Jan 2022</span>
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</div>
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<h4 class="text-lg font-semibold text-gray-700 mb-2">Skill-Up Technologies, Noida, UP</h4>
|
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<ul class="list-disc pl-5 space-y-2 text-gray-700">
|
207 |
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<li>Worked as an AI and Cloud Subject Matter Expert for IBM learning programs on Coursera, edX, and IBM's in-house learning platforms.</li>
|
208 |
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</ul>
|
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</div>
|
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</div>
|
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|
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<!-- Experience 4 -->
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<div class="relative pl-8">
|
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<div class="absolute left-0 w-4 h-4 rounded-full bg-purple-600 border-4 border-purple-200"></div>
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<div class="bg-white p-6 rounded-xl shadow-md">
|
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<div class="flex flex-col md:flex-row md:justify-between md:items-center mb-4">
|
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<h3 class="text-xl font-bold text-gray-800">Artificial Intelligence Engineer</h3>
|
218 |
+
<span class="text-purple-600 font-semibold">Nov 2020 - Jun 2021</span>
|
219 |
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</div>
|
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<h4 class="text-lg font-semibold text-gray-700 mb-2">Pink Tech Design, Gurgaon, Haryana</h4>
|
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<ul class="list-disc pl-5 space-y-2 text-gray-700">
|
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<li>Worked with Computer Vision and used GDAL and Rasterio libraries to create satellite tif images suitable for deep learning models.</li>
|
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<li>Developed Computer Vision models using CNN, YOLOV5, UNET, Mask R-CNN, GAN, Autoencoder and NLP models using RNN LSTM, Transformer.</li>
|
224 |
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<li>Developed API's of trained models using Django Rest Framework, integrated with React and Node applications, and deployed on the cloud.</li>
|
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</ul>
|
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</div>
|
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</div>
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</div>
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</div>
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</section>
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<!-- Projects Section -->
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<section id="projects" class="py-16 bg-white">
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<div class="container mx-auto px-6">
|
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<h2 class="text-3xl font-bold text-center mb-12 text-gray-800">Featured Projects</h2>
|
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<div class="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 gap-8">
|
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<!-- Project 1 -->
|
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<div class="project-card bg-gray-50 rounded-xl overflow-hidden shadow-lg">
|
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<div class="h-48 bg-purple-100 flex items-center justify-center">
|
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<i class="fas fa-robot text-6xl text-purple-600"></i>
|
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</div>
|
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<div class="p-6">
|
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<h3 class="text-xl font-bold text-gray-800 mb-2">Advanced Virtual Assistant Platform</h3>
|
245 |
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<p class="text-gray-600 mb-4">AI-based real-time virtual assistant with subscription payment integration and faster responses than typical mobile ChatGPT versions.</p>
|
246 |
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<div class="flex flex-wrap gap-2 mb-4">
|
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<span class="skill-badge bg-purple-100 text-purple-800 px-3 py-1 rounded-full text-sm">LLM</span>
|
248 |
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<span class="skill-badge bg-purple-100 text-purple-800 px-3 py-1 rounded-full text-sm">LangChain</span>
|
249 |
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<span class="skill-badge bg-purple-100 text-purple-800 px-3 py-1 rounded-full text-sm">Hugging Face</span>
|
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</div>
|
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<a href="#" class="text-purple-600 font-semibold hover:text-purple-800 transition">View Details →</a>
|
252 |
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</div>
|
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+
</div>
|
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+
|
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<!-- Project 2 -->
|
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<div class="project-card bg-gray-50 rounded-xl overflow-hidden shadow-lg">
|
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<div class="h-48 bg-blue-100 flex items-center justify-center">
|
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<i class="fas fa-headset text-6xl text-blue-600"></i>
|
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</div>
|
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<div class="p-6">
|
261 |
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<h3 class="text-xl font-bold text-gray-800 mb-2">Real-Time Communication Analysis Tool</h3>
|
262 |
+
<p class="text-gray-600 mb-4">Real-time call analysis tool using MediaStream Recording API, WebSocket, Whisper OpenAI STT, and Pyannote for speaker diarization.</p>
|
263 |
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<div class="flex flex-wrap gap-2 mb-4">
|
264 |
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<span class="skill-badge bg-blue-100 text-blue-800 px-3 py-1 rounded-full text-sm">WebSocket</span>
|
265 |
+
<span class="skill-badge bg-blue-100 text-blue-800 px-3 py-1 rounded-full text-sm">OpenAI STT</span>
|
266 |
+
<span class="skill-badge bg-blue-100 text-blue-800 px-3 py-1 rounded-full text-sm">Pyannote</span>
|
267 |
+
</div>
|
268 |
+
<a href="#" class="text-blue-600 font-semibold hover:text-blue-800 transition">View Details →</a>
|
269 |
+
</div>
|
270 |
+
</div>
|
271 |
+
|
272 |
+
<!-- Project 3 -->
|
273 |
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<div class="project-card bg-gray-50 rounded-xl overflow-hidden shadow-lg">
|
274 |
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<div class="h-48 bg-green-100 flex items-center justify-center">
|
275 |
+
<i class="fas fa-traffic-light text-6xl text-green-600"></i>
|
276 |
+
</div>
|
277 |
+
<div class="p-6">
|
278 |
+
<h3 class="text-xl font-bold text-gray-800 mb-2">Smart City Traffic Flow Optimization</
|
279 |
+
<p style="border-radius: 8px; text-align: center; font-size: 12px; color: #fff; margin-top: 16px;position: fixed; left: 8px; bottom: 8px; z-index: 10; background: rgba(0, 0, 0, 0.8); padding: 4px 8px;">Made with <img src="https://enzostvs-deepsite.hf.space/logo.svg" alt="DeepSite Logo" style="width: 16px; height: 16px; vertical-align: middle;display:inline-block;margin-right:3px;filter:brightness(0) invert(1);"><a href="https://enzostvs-deepsite.hf.space" style="color: #fff;text-decoration: underline;" target="_blank" >DeepSite</a> - 🧬 <a href="https://enzostvs-deepsite.hf.space?remix=Shivam098/my-resume" style="color: #fff;text-decoration: underline;" target="_blank" >Remix</a></p></body>
|
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</html>
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