Tim Luka Horstmann commited on
Commit
c020f09
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  1. Dockerfile +1 -0
  2. cv_text.txt +42 -47
Dockerfile CHANGED
@@ -28,6 +28,7 @@ RUN pip install --no-cache-dir -r requirements.txt
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  # Copy application files
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  COPY app.py .
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  COPY cv_embeddings.json .
 
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  # Expose port
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  EXPOSE 7860
 
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  # Copy application files
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  COPY app.py .
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  COPY cv_embeddings.json .
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+ COPY cv_text.txt .
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  # Expose port
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  EXPOSE 7860
cv_text.txt CHANGED
@@ -1,97 +1,92 @@
1
  Tim Luka Horstmann
2
- <redacted>
 
3
 
4
  EDUCATION
5
- Sep. 2024– Institut Polytechnique de Paris, France | MSc in Data and AI
6
- Oct. 2025
7
  βˆ™ Current GPA: 4.0 (scale 0–4, 4 being best)
8
  βˆ™ Directly admitted to the second year of the Data and Artificial Intelligence master’s program
9
  βˆ™ Courses on Deep & Reinforcement Learning, NLP, Logic & Symbolic AI, Data Mining, and AI Ethics
10
- Oct. 2023– University of Cambridge, United Kingdom | MPhil in Advanced Computer Science
11
- June 2024
 
12
  βˆ™ Grade: Distinction (86%), graduated 3rd out of 61 students, awarded college prize
13
  βˆ™ Thesis: legal NLP system to automate discovery and ontology matching of financial regulations
14
  βˆ™ Courses on NLP, Multicore Semantics & Programming, Cybercrime, and Mobile Health
15
  βˆ™ Senior rower at college boat club (stroke and 6 seat, awarded super blades during May Bumps)
16
- Oct. 2019– RheinMain University of Applied Sciences, Germany | BSc in Business Informatics
17
- Sep. 2022
 
18
  βˆ™ Grade: 1.0, top of the year, graduated with distinction (scale 1–5, 1 being best)
19
  βˆ™ First and only student in this degree program ever to achieve the highest possible GPA of 1.0
20
  βˆ™ Thesis: XGBoost-based time series forecasting algorithm for customer demand planning
21
- Aug. 2011– StΓ€dtisches Gymnasium Erwitte, Germany | Allgemeine Hochschulreife (university entrance qual.)
22
- Aug. 2019
 
23
  βˆ™ Grade: 0.9, top of the year (scale 1–5, 1 being best)
24
  βˆ™ Chosen to participate in federal state’s 18. Academy for Mathematics and Computer Science
25
 
 
26
  WORK EXPERIENCE
27
- Apr. 2025– Hi! PARIS, Machine Learning Research Engineer Intern | Paris, France
28
- Aug. 2025
29
- βˆ™ Conducting and publishing ML research at HEC Paris and Eb cole Polytechnique
30
- (Received full-time return offer)
31
- May 2023– McKinsey & Company, Fellow Intern | Munich, Germany
32
- July 2023
33
  βˆ™ Advised leading European automotive supplier on a multiyear sustainable transformation
34
  program to increase profitability and adapt to disruptive industry trends like electrification
35
  βˆ™ Developed financial analyses and risk assessments presented to CEO, CFO, and supervisory board
36
  (Received full-time return offer)
37
- Oct. 2022– Amazon, Business Intelligence Intern | London, United Kingdom
38
- Apr. 2023
 
39
  βˆ™ Led inbound logistics project for Amazon's PanEu surface network, achieving $38M/year impact
40
  βˆ™ Worked with stakeholders across different organizations and drove resolution of the defect by
41
  setting up a QuickSight dashboard on top of Redshift ETL pipelines and implementing ML models
42
- (Received multiple full-time return offers)
43
- Sep. 2019– Continental AG, Dual Student | Frankfurt, Germany
44
- Sep. 2022
 
45
  βˆ™ Three years of employment as Software Engineer and Data Scientist alongside full-time studies
46
  βˆ™ Automated configuration of IoT-Devices in 55 plants creating savings of 450,000€/year
47
  βˆ™ Integrated low-code platform Mendix into existing IT infrastructure, incl. SSO and REST services
48
  βˆ™ Developed novel AI model for demand forecasting, with 37% higher R2 than prior approaches
 
49
 
50
  EXTRACURRICULAR ACTIVITIES
51
- Volunteer
52
- Activities
53
-
54
  βˆ™ First Saxophone in the symphonic wind orchestra Hellwegmusikanten Erwitte e.V.
55
  βˆ™ Founding board member of political youth organization Junge Union Erwitte, member of CDU
56
 
57
- Societies
58
-
59
  βˆ™ Cambridge Union (since 2023)
60
  βˆ™ Cambridge University German Society (since 2023)
61
- βˆ™ German Informatics Society (since 2021) βˆ™ Association of German Engineers (2021–2022)
 
62
 
63
  SKILLS & INTERESTS
64
- Languages
65
-
66
  German (native) | English (fluent, TOEFL: 109) | French (fluent, DELF A1, A2 & B1, DFP affaires B2)
67
 
68
- IT-Skills
69
-
70
  Python (adv.) | Java (adv.) | SQL (adv.) | Cypher | SPARQL| VBA | JavaScript | Ruby | HTML/CSS
71
  Machine Learning (PyTorch, transformers, scikit-learn, Pandas, NumPy, Matplotlib) | HPC | IoT
72
 
73
- Scholarships βˆ™
74
- & Career
75
- βˆ™
76
- Programs
77
- βˆ™
78
- βˆ™
79
- βˆ™
80
-
81
- France Excellence Europa: awarded to a select group of top-performing EU students (since 2024)
82
- IP Paris Excellence: awarded for academic excellence; full funding of MSc & PhD (since 2024)
83
- Studienstiftung: awarded for outstanding academic performance and potential (since 2021)
84
- Deutschlandstipendium: awarded for excellent academic and social achievements (2019–2020)
85
- McKinsey College | McKinsey Firsthand | BCG LINK | BCG Emerald | Bain Spark | e-fellows.net
86
-
87
- Awards
88
 
 
89
  βˆ™ Alumni Association Prize for Graduate Excellence, University of Cambridge
90
  βˆ™ Honored for outstanding achievements in Mathematics by the German Mathematical Society
91
  βˆ™ Honored as one of the best Abitur graduates of NRW, Germany’s largest federal state
92
 
93
- Interests
94
-
95
  Artificial Intelligence | Space Travel | Stock Trading | Piano | Rowing | Tennis | Hiking | Travelling
96
 
97
 
 
1
  Tim Luka Horstmann
2
+
3
+ E-Mail: [email protected]
4
 
5
  EDUCATION
6
+ Sep. 2024–Oct. 2025
7
+ Institut Polytechnique de Paris, France | MSc in Data and AI
8
  βˆ™ Current GPA: 4.0 (scale 0–4, 4 being best)
9
  βˆ™ Directly admitted to the second year of the Data and Artificial Intelligence master’s program
10
  βˆ™ Courses on Deep & Reinforcement Learning, NLP, Logic & Symbolic AI, Data Mining, and AI Ethics
11
+
12
+ Oct. 2023–June 2024
13
+ University of Cambridge, United Kingdom | MPhil in Advanced Computer Science
14
  βˆ™ Grade: Distinction (86%), graduated 3rd out of 61 students, awarded college prize
15
  βˆ™ Thesis: legal NLP system to automate discovery and ontology matching of financial regulations
16
  βˆ™ Courses on NLP, Multicore Semantics & Programming, Cybercrime, and Mobile Health
17
  βˆ™ Senior rower at college boat club (stroke and 6 seat, awarded super blades during May Bumps)
18
+
19
+ Oct. 2019–Sep. 2022
20
+ RheinMain University of Applied Sciences, Germany | BSc in Business Informatics
21
  βˆ™ Grade: 1.0, top of the year, graduated with distinction (scale 1–5, 1 being best)
22
  βˆ™ First and only student in this degree program ever to achieve the highest possible GPA of 1.0
23
  βˆ™ Thesis: XGBoost-based time series forecasting algorithm for customer demand planning
24
+
25
+ Aug. 2011–Aug. 2019
26
+ StΓ€dtisches Gymnasium Erwitte, Germany | Allgemeine Hochschulreife (university entrance qual.)
27
  βˆ™ Grade: 0.9, top of the year (scale 1–5, 1 being best)
28
  βˆ™ Chosen to participate in federal state’s 18. Academy for Mathematics and Computer Science
29
 
30
+
31
  WORK EXPERIENCE
32
+ Apr. 2025–Aug. 2025
33
+ Hi! PARIS, Machine Learning Research Engineer Intern | Paris, France
34
+ βˆ™ Conducting and publishing ML research at HEC Paris and Ecole Polytechnique
35
+
36
+ May 2023–July 2023
37
+ McKinsey & Company, Fellow Intern | Munich, Germany
38
  βˆ™ Advised leading European automotive supplier on a multiyear sustainable transformation
39
  program to increase profitability and adapt to disruptive industry trends like electrification
40
  βˆ™ Developed financial analyses and risk assessments presented to CEO, CFO, and supervisory board
41
  (Received full-time return offer)
42
+
43
+ Oct. 2022–Apr. 2023
44
+ Amazon, Business Intelligence Intern | London, United Kingdom
45
  βˆ™ Led inbound logistics project for Amazon's PanEu surface network, achieving $38M/year impact
46
  βˆ™ Worked with stakeholders across different organizations and drove resolution of the defect by
47
  setting up a QuickSight dashboard on top of Redshift ETL pipelines and implementing ML models
48
+ (Received full-time return offer)
49
+
50
+ Sep. 2019–Sep. 2022
51
+ Continental AG, Dual Student | Frankfurt, Germany
52
  βˆ™ Three years of employment as Software Engineer and Data Scientist alongside full-time studies
53
  βˆ™ Automated configuration of IoT-Devices in 55 plants creating savings of 450,000€/year
54
  βˆ™ Integrated low-code platform Mendix into existing IT infrastructure, incl. SSO and REST services
55
  βˆ™ Developed novel AI model for demand forecasting, with 37% higher R2 than prior approaches
56
+ (Received multiple full-time return offers)
57
 
58
  EXTRACURRICULAR ACTIVITIES
59
+ Volunteer Activities:
 
 
60
  βˆ™ First Saxophone in the symphonic wind orchestra Hellwegmusikanten Erwitte e.V.
61
  βˆ™ Founding board member of political youth organization Junge Union Erwitte, member of CDU
62
 
63
+ Societies:
 
64
  βˆ™ Cambridge Union (since 2023)
65
  βˆ™ Cambridge University German Society (since 2023)
66
+ βˆ™ German Informatics Society (since 2021)
67
+ βˆ™ Association of German Engineers (2021–2022)
68
 
69
  SKILLS & INTERESTS
70
+ Languages:
 
71
  German (native) | English (fluent, TOEFL: 109) | French (fluent, DELF A1, A2 & B1, DFP affaires B2)
72
 
73
+ IT-Skills:
 
74
  Python (adv.) | Java (adv.) | SQL (adv.) | Cypher | SPARQL| VBA | JavaScript | Ruby | HTML/CSS
75
  Machine Learning (PyTorch, transformers, scikit-learn, Pandas, NumPy, Matplotlib) | HPC | IoT
76
 
77
+ Scholarships & Career Programs:
78
+ - France Excellence Europa: awarded to a select group of top-performing EU students (since 2024)
79
+ - IP Paris Excellence: awarded for academic excellence; full funding of MSc & PhD (since 2024)
80
+ - Studienstiftung: awarded for outstanding academic performance and potential (since 2021)
81
+ - Deutschlandstipendium: awarded for excellent academic and social achievements (2019–2020)
82
+ - McKinsey College | McKinsey Firsthand | BCG LINK | BCG Emerald | Bain Spark | e-fellows.net
 
 
 
 
 
 
 
 
 
83
 
84
+ Awards:
85
  βˆ™ Alumni Association Prize for Graduate Excellence, University of Cambridge
86
  βˆ™ Honored for outstanding achievements in Mathematics by the German Mathematical Society
87
  βˆ™ Honored as one of the best Abitur graduates of NRW, Germany’s largest federal state
88
 
89
+ Interests:
 
90
  Artificial Intelligence | Space Travel | Stock Trading | Piano | Rowing | Tennis | Hiking | Travelling
91
 
92