Pratham Kapure
AI/ML Engineer — LLM Systems, Autonomous Agents & Production ML
Talent
PuneMember since September 28, 2026
ChromaDBpgvectorRAGGroq APIPythonFastAPINode.jsPostgreSQLSQLDockerFirebaseRailwayVercel
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ChromaDBpgvectorRAGGroq APIPython
About
AI/ML engineer who builds and ships production LLM systems, RAG pipelines, and autonomous agents end-to-end — from raw data to deployed APIs. Co-Founder & AI/ML lead at Amora (AI dating platform), Founder of Never Ghost (AI front desk for solo contractors), and RL Environment / Task Author at Alignerr authoring solver-backed training environments for frontier LLM post-training.
Experience
RL Environment / Task Author - Alignerr - Remote
(2026-07)
- Author deterministic, solver-backed RL training environments used for LLM post-training at frontier model scale
- Built structural engineering (OpenSeesPy) and aerodynamics (AVL / vortex-lattice) design tasks with multi-criteria reward functions
- Engineered security-hardened grading pipelines resistant to reward hacking and adversarial submissions
- Calibrated task difficulty against live frontier-model evaluation via the Prometheus/Boreal pipelines
Founder - Never Ghost - Remote
(2025-01)
- Built an AI front desk for solo contractors that qualifies leads and texts summaries for owner veto before any booking
- Hero feature: text-transform pipeline using Gemini Pro with strict JSON schema validation
- Shipped owner-defined availability, decline-with-referral drafts, and a lead-log dashboard
- Stack: React + Vite frontend, Firebase backend, Gemini API, Firestore
Solo Venture — Agentic Bookkeeping System - Self-Employed - Remote
(2025-01)
- Built an autonomous bookkeeping system with AI-powered transaction categorization (rule-based + ML)
- Shipped anomaly detection, financial forecasting (ARIMA/Prophet/ML ensemble), and P&L / Cash Flow / Balance Sheet generation
- Full-stack build: Python/FastAPI backend, React/TypeScript frontend, PostgreSQL, Docker orchestration
- Implemented role-based access control, data encryption, and multi-source ingestion (CSV, bank feeds)
Education
MCA - Dr. D.Y. Patil School of MCA
BSc - Computers - Poona College
Skills
AI/ML EngineerLLM SystemsAutonomous Agents & Production ML