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Pratham Kapure

Pratham Kapure

AI/ML Engineer — LLM Systems, Autonomous Agents & Production ML

Talent
PuneMember since September 28, 2026
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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

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