I’m Louis Baffoe, a BSc Data Science and Analytics student in Accra with internship experience building Python services, ML pipelines, and retrieval tooling. I’ve worked across the full workflow—from designing data models and ETL pipelines to shipping API-backed features—using technologies like SQL, Docker, Redis, FastAPI, and embeddings-based vector search. I enjoy turning messy, real-world problems into reliable systems, whether it’s automating annotation workflows, building malicious-URL detection with scikit-learn, or developing an asyncio-based distributed web intelligence engine with Qdrant. I’m especially interested in ML engineering, secure data pipelines, and deploying practical tooling that performs well under real constraints.…

LOUIS BAFFOE

I’m Louis Baffoe, a BSc Data Science and Analytics student in Accra with internship experience building Python services, ML pipelines, and retrieval tooling. I’ve worked across the full workflow—from designing data models and ETL pipelines to shipping API-backed features—using technologies like SQL, Docker, Redis, FastAPI, and embeddings-based vector search. I enjoy turning messy, real-world problems into reliable systems, whether it’s automating annotation workflows, building malicious-URL detection with scikit-learn, or developing an asyncio-based distributed web intelligence engine with Qdrant. I’m especially interested in ML engineering, secure data pipelines, and deploying practical tooling that performs well under real constraints.…

Available to hire

I’m Louis Baffoe, a BSc Data Science and Analytics student in Accra with internship experience building Python services, ML pipelines, and retrieval tooling. I’ve worked across the full workflow—from designing data models and ETL pipelines to shipping API-backed features—using technologies like SQL, Docker, Redis, FastAPI, and embeddings-based vector search.

I enjoy turning messy, real-world problems into reliable systems, whether it’s automating annotation workflows, building malicious-URL detection with scikit-learn, or developing an asyncio-based distributed web intelligence engine with Qdrant. I’m especially interested in ML engineering, secure data pipelines, and deploying practical tooling that performs well under real constraints.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Beginner
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Language

English
Fluent
French
Beginner

Work Experience

Machine Learning Engineer Intern at Amalitech
August 1, 2025 - October 1, 2025
Automated a previously manual annotation workflow using internal tooling on Meta SAM2, with a JavaScript backend and a React/WebML frontend. Containerized the solution with Docker and designed MySQL schemas, reducing environment release time from 40 minutes to 10. Contributed via Agile/Scrum by shipping 40+ reviewed pull requests and integrating Java modules into backend services.
Intelligent Systems Security Intern at Npontu Technologies
March 1, 2025 - June 1, 2025
Built a malicious-URL detection pipeline using scikit-learn, including feature tuning and supervised modeling to reach 92% precision on the held-out test set. Implemented a threat-detection service combining URL pattern analysis with the classifier to triage inbound URLs. Developed a streaming ETL/analytics pipeline to flag malicious traffic on arrival, replacing batch review.
Data Analyst Intern at Ghana Commercial Bank (GCB)
January 1, 2025 - November 23, 2025
Analyzed 100+ customer transactions to detect fraud patterns, supporting the Risk Management team.

Education

BSc Data Science and Analytics at Ghana Communication Technology University
January 1, 2020 - May 1, 2027
BSc Data Science and Analytics at Ghana Communication Technology University
January 11, 2030 - May 1, 2027

Qualifications

Add your qualifications or awards here.

Industry Experience

Software & Internet, Computers & Electronics, Professional Services

Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Beginner
Beginner
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