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Pratham KapurePK
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Pratham Kapure

@prathamkapure

AI/ML engineer at Alignerr authoring solver-backed RL environments for LLM post-training; building production LLM systems and autonomous agents.

India
Message

At Alignerr, I author deterministic, solver-backed RL training environments for LLM post-training. My tasks include structural engineering and aerodynamics design, with grading pipelines designed to resist reward hacking and adversarial submissions.

I built Never Ghost, an AI front desk for solo contractors that qualifies leads and sends summaries for owner approval before booking. Its text-transformation pipeline uses Gemini Pro with strict JSON schema validation.

In my Agentic Bookkeeping System venture, I built an autonomous platform for transaction categorization, anomaly detection, financial forecasting, and financial statement generation. I also implemented role-based access control, data encryption, and ingestion from CSV files and bank feeds.

For Manas, I designed and fine-tuned a 7B mental health companion for Indian users on a custom conversation dataset. I built an RLAIF-style evaluation pipeline and iterated on dataset quality, achieving a 45% auto-approval rate on unseen conversations.

Experience

Work history, roles, and key accomplishments

AL
Current

RL Environment / Task Author

Alignerr

Jul 2026 - Present (3 months)

Author deterministic, solver-backed RL training environments for LLM post-training at frontier model scale. Built structural engineering and aerodynamics design tasks with multi-criteria reward functions, and engineered security-hardened grading pipelines.

NG
Current

Founder

Never Ghost

Jan 2025 - Present (1 year 9 months)

Built an AI front desk for solo contractors that qualifies leads and texts summaries for owner veto before any booking. Shipped owner-defined availability, decline-with-referral drafts, and a lead-log dashboard.

AS
Current

Solo Venture

Agentic Bookkeeping System

Jan 2025 - Present (1 year 9 months)

Built an autonomous bookkeeping system with AI-powered transaction categorization, anomaly detection, financial forecasting, and P&L / Cash Flow / Balance Sheet generation. Implemented role-based access control, data encryption, and multi-source ingestion.

Education

Degrees, certifications, and relevant coursework

DM

Dr. D.Y. Patil School of MCA

Master of Computer Applications, Computer Applications

Pursuing a Master of Computer Applications (MCA) degree.

PC

Poona College

Bachelor of Science, Computers

Completed a Bachelor of Science in Computers.

CO

CompTIA

CompTIA Cloud+, Cloud Computing

Earned the CompTIA Cloud+ certification.

CO

CompTIA

CompTIA Network+, Networking

Earned the CompTIA Network+ certification.

CI

Cisco

CCNA, Networking

Earned the Cisco Certified Network Associate (CCNA) certification.

EC

EC-Council

CEH, Cybersecurity

Earned the Certified Ethical Hacker (CEH) certification.

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