Sohan Thakur
Software Engineer | AI/ML & Full-Stack Developer | RAG/LLM Pipelines, NLP, Azure & AWS | Driving Scalable Healthcare & Insurance Solutions
- Role
- Software Engineer - Ai Solutions for Clinical Data at GE HealthCare
- Location
- Syracuse, NY, US
- LinkedIn followers
- 500 followers
About Sohan Thakur
Hi, I’m Sohan I’m a software engineer with over 5 years of experience building…
Experience
Software Engineer - Ai Solutions for Clinical Data
Aug 2024 — Present · US
Engineered a RAG-based pipeline using LangChain and FAISS to let doctors query patient histories, imaging notes, and lab reports in natural language, cutting manual chart review time by 40%.• Developed classification models (Logistic Regression, XGBoost) on Databricks with structured EHR and claim data to predict 30-day readmission risk, reaching AUC 0.82 in pilot hospitals.• Designed FHIR-compliant REST APIs in Django/Flask to integrate with hospital EHRs and DICOM/PACSimaging systems, ensuring interoperability across 12 clinical sites.• For another diagnostics portal for a Roche-style lab network, rebuilt modules in ASP.NET Core/C# where staff registered samples, validated records, printed secure eBarcodes used across 20+ hospitals. • Automated HIPAA-compliant data pipelines using Azure Data Factory triggers, parameterized Cosmos DB ingestion, and Synapse Analytics transformations, and monitoring alerts, scaling ingestion to 500k records/day.• Deployed services on Azure cloud with CI/CD pipelines, added monitoring via PM2, and reduced release cycle from 4 weeks to 2 weeks with minimal downtime.
Education
Syracuse University
Master's degree
2023 — 2024
Savitribai Phule Pune University
Bachelor's degree
2015 — 2018
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