Brototype Kochi
Data Science intensive program.
Mathews P Mathew
Data Scientist
📍 Kochi, Kerala
a human being.
Tech Stack
Projects
GuideForCoach — AI Football Scouting System
Built a KNN-based scouting tool; created a LangGraph multi-agent system (ML + Tavily + Gemini) deployed via FastAPI.
Diabetes Chatbot Assistant — RAG Healthcare
RAG system using LangChain and Gemini API for fact-checked medical responses. Semantic search with Sentence Transformers & FAISS, deployed on Streamlit.
Automated Data Pipeline & Reporting — AWS
Automated AWS pipeline (Glue, Lambda) for streamlined querying. Built secure QuickSight dashboards for real-time NoSQL insights.
Customer Churn Prediction — ML
End-to-end ML pipeline — trained multiple models and achieved 79% accuracy with XGBoost after hyperparameter tuning via GridSearchCV. Deployed on Streamlit.
Questioning PDF — RAG on Streamlit
Uploaded PDFs split into 800-character chunks with overlap for context continuity. Saved into ChromaDB and prompted via gemma-3-1b-it.
Automated Daily Sales Pipeline — GCP
GCP pipeline: data uploaded to bucket → BigQuery via Airflow → analyzed with a scheduled SQL view → visualized in Looker Studio.
Journey
Aug 2024 → Present
2022 — 2023
GDSC Lead — Google Developer Student Clubs
Led a team of 12, organized workshops on Google technologies.
2022 — 2023
IEEE Design Team — SJCET & Kochi Subsection
Lead Designer for IEDC Summit '22 and core team for GDSC WOW 2023.
2020 — 2024
BTech in Computer Science
St. Joseph's College of Engineering and Technology, Palai.