Looking for a job

Kalash Tiwari User

@kalashtiwariuser

Message

AI/ML engineer building multi-agent generative AI systems, LLM fine-tuning, and long-document reasoning pipelines.

India

Message

What I'm looking for

I’m looking for a role where I can build production-ready LLM and multi-agent reasoning pipelines—document intelligence, grounding to reduce hallucinations, and long-context systems—while continuing to push fine-tuning and multimodal learning forward.

I build multi-agent generative AI systems and LLM fine-tuning workflows, with an emphasis on long-context reasoning and document intelligence pipelines.

At Adya.AI, I worked on the Adaptive Governance Protocol (AGP), building a neuro-symbolic pipeline that converts policies into DSL and then Lean 4 for deterministic validation.

I also developed a Model Studio for LLM experimentation, supporting 200+ models with unified fine-tuning and evaluation, and added hierarchical summarization plus context graphs to improve long-context memory.

Earlier, I built a transcription and summarization system at Predixion AI using Whisper and Mistral with a Gradio interface, and at Cloud Counselage I cleaned real-world datasets and optimized student placement prediction models using Random Forest.

Experience

Work history, roles, and key accomplishments

AI Engineer

Adya.AI

Apr 2025 - Apr 2026 (1 year)

Built a neuro-symbolic pipeline converting policies to DSL for deterministic validation. Developed LLM experimentation platform supporting 200+ models with unified fine-tuning and evaluation.

LangGraph LLM Fine tuning PEFT DSL

Artificial Intelligence Intern

Predixion AI

Dec 2023 - Jan 2024 (1 month)

Built transcription and summarization system using Whisper and Mistral with a Gradio interface. Improved summarization quality using extractive and abstractive methods.

Whisper Mistral Gradio Summarization