Looks like you have JavaScript disabled. For the full Twine experience, you will need to re-enable it.

I’m a software developer with about five years of experience delivering AI/ML and full‑stack solutions across healthcare and insurance. I build robust data pipelines, AI/ML models, and scalable web services that drive measurable outcomes and operational efficiency. I enjoy collaborating across product, design, and engineering to solve complex problems, optimize release cycles, and bring production-ready ML into clinicians’ and agents’ workflows. I’m passionate about clean architecture, testability, and translating data into impactful product features.…I’m a software developer with about five years of experience delivering AI/ML and full‑stack solutions across healthcare and insurance. I build robust data pipelines, AI/ML models, and scalable web services that drive measurable outcomes and operational efficiency. I enjoy collaborating across product, design, and engineering to solve complex problems, optimize release cycles, and bring production-ready ML into clinicians’ and agents’ workflows. I’m passionate about clean architecture, testability, and translating data into impactful product features.

Vivek A. Judiya

Full Stack Developer, Web Developer, Back-End Developer, +4





I’m a software developer with about five years of experience delivering AI/ML and full‑stack solutions across healthcare and insurance. I build robust data pipelines, AI/ML models, and scalable web services that drive measurable outcomes and operational efficiency. I enjoy collaborating across product, design, and engineering to solve complex problems, optimize release cycles, and bring production-ready ML into clinicians’ and agents’ workflows. I’m passionate about clean architecture, testability, and translating data into impactful product features.…I’m a software developer with about five years of experience delivering AI/ML and full‑stack solutions across healthcare and insurance. I build robust data pipelines, AI/ML models, and scalable web services that drive measurable outcomes and operational efficiency. I enjoy collaborating across product, design, and engineering to solve complex problems, optimize release cycles, and bring production-ready ML into clinicians’ and agents’ workflows. I’m passionate about clean architecture, testability, and translating data into impactful product features.

Available to hire

I’m a software developer with about five years of experience delivering AI/ML and full‑stack solutions across healthcare and insurance. I build robust data pipelines, AI/ML models, and scalable web services that drive measurable outcomes and operational efficiency.

I enjoy collaborating across product, design, and engineering to solve complex problems, optimize release cycles, and bring production-ready ML into clinicians’ and agents’ workflows. I’m passionate about clean architecture, testability, and translating data into impactful product features.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Language

English

Fluent

Work Experience

Software Engineer - AI Solutions for Clinical Data at GE HEALTHCARE

January 1, 2025 - Present

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%. Trained ML models on Databricks with structured EHR + claims data to predict 30-day readmission risk, reaching AUC 0.82 in pilot hospitals. Applied clinical NLP (spaCy + Hugging Face Transformers) to extract diagnoses and medications from unstructured discharge summaries, improving coding accuracy for billing by 18%. Designed FHIR-compliant REST APIs in Django/Flask to integrate with hospital EHRs and DICOM/PACS imaging systems, ensuring interoperability across 12 clinical sites. Automated HIPAA-compliant data pipelines using Azure Data Factory, Cosmos DB, and Synapse Analytics, scaling ingestion to 10M+ records per 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.

Full Stack Developer at UNITED HEALTH GROUP

January 1, 2024 - July 1, 2025

Rebuilt diagnostic machine workflows on a Django REST API with JWT auth, replicating multi-tab test creation online, cutting login/auth errors by 85% and ensuring consistent setup across lab devices. Engineered React.js components with Redux state management, adding validation rules for reagent IDs and numeric ranges; flagged mismatches instantly and reduced invalid sample setups, saving 3 days per feature in rework. Migrated diagnostic datasets from SQL Server to Azure Synapse/Databricks via Data Factory pipelines, applied partitioning and idempotent loads, fixing schema drift and improving query response times by 35%. Automated data ingestion to Azure Blob storage, securing PHI under HIPAA guidelines, and created monitoring layers for compliance audits. Added server-side logging in Django middleware and ran A/B tests over 2,000+ technician sessions, analyzing drop-off points to refine workflows and raise adoption by 22%. Integrated CI/CD pipelines (GitHub Actions, Dockerized services

Associate Developer at VIVMA SOFTWARE INC.

March 1, 2019 - August 1, 2022

Spearheaded Node.js/Express APIs for insurance quotes and copay estimates, tuning query paths and caching to cut response latency by 40% during peak enrollment. Structured a Flask microservice for real-time policy validation with async checks and in-memory caching, eliminating 40 weekly manual interventions by agents. Involved external claim adjudication APIs with retry logic, DLQs, and RBAC-secured middleware, boosting batch job success rate to 99% and closing major HIPAA audit gaps.

Full Stack Developer at UnitedHealth Group

January 1, 2024 - July 1, 2025