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Devejya Pandey

@devejyapandey

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AI/ML and full-stack builder focused on scalable, AI-powered products.

India

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What I'm looking for

I’m looking for a role where I can build AI/ML and full-stack products—turning data into scalable, automated experiences. I want ownership across APIs, model workflows, and reliable deployment that delivers measurable performance gains.

I’m a B.Tech Computer Science & Engineering student who builds AI/ML systems and production-ready web services. As an AI/ML Intern at Jio Platforms Ltd., I engineered a Redis + PostGIS geospatial caching layer for telecom signal analytics, including custom LRU eviction, cutting repeat spatial query latency by 50× for national-scale planning dashboards.

I also automate real-world data enrichment using GeoPandas, OSMnx, and the Overpass API, and containerize FastAPI services with Pydantic validation and Docker Compose for reproducible deployments. Through projects like the ODS Engine (adaptive early stopping in PyTorch) and PlacementOS (DSA tracking + RAG-based AI Mentor), I focus on faster training, smarter automation, and measurable impact—then round it out with secure, audit-grade full-stack implementations like my role-aware OKR portal.

Experience

Work history, roles, and key accomplishments

AI/ML Intern

Jio Platforms Ltd.

Jun 2025 - Jul 2025 (1 month)

Engineered a Redis + PostGIS geospatial caching layer for telecom signal analytics (RSRP, RSRQ, SINR), including custom LRU eviction, reducing repeat spatial query latency by 50×. Automated site-coordinate enrichment using GeoPandas, OSMnx, and the Overpass API, and containerised a modular FastAPI REST service for reproducible deployment.