Open to opportunities

Souvik Deb

@souvikdeb

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I build machine learning, geospatial analytics, and AI systems from real-world telemetry and multimodal data.

India

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What I'm looking for

I'm looking to build practical data science, machine learning, and AI products using real-world data, with opportunities to deepen my work in analytics, intelligent systems, and deployment.

I'm building scalable geospatial clustering, GPS trip-stitching, and telemetry analytics pipelines for Sensight Technology's AutoBeacon project. I use H3 indexing, HDBSCAN, Google BigQuery, and contextual bandits to identify driver mobility patterns and personalize interventions.

I've built data products spanning fleet safety intelligence, retrieval-augmented generation, and deepfake detection. My work includes a Power BI dashboard for 50,000+ telematics records, a FAISS and LangChain RAG application, and a real-time DeepFake Sentinel deployment using FastAPI, OpenCV, and Librosa.

I'm completing an M.Sc. in Big Data Analytics and bring a mathematics foundation to machine learning, statistical analysis, and predictive modeling. I also enjoy songwriting, music production, and poetry writing.

Experience

Work history, roles, and key accomplishments

Current

Software Engineering Intern

Current

Sensight Technology

Jan 2026 - Present (8 months)

Built scalable geospatial clustering pipelines using H3 Indexing and HDBSCAN to identify travel behavior and driver mobility signatures from GPS telemetry data. Developed GPS trip-stitching and temporal continuity logic, and engineered telemetry-driven data workflows using Google BigQuery.

H3 Indexing BigQuery Thompson Sampling Python