Amey Muke
Applied AI Engineer & Aspiring AI Researcher
About
- Applied AI Engineer and Aspiring AI Researcher with experience in training, fine-tuning, and analyzing large language models across multimodal and domain-specific tasks.
- Strong interest in mechanistic interpretability, representation learning, and efficient modeling methods, with hands-on work in tokenization-free modeling, parameter-efficient fine-tuning, and evaluation of LLM behavior.
- Experienced in translating research ideas into experimental systems and production-ready AI applications.
Currently vibing to
GitHub Activity
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Projects
Secret Hitler AI Benchmark
Secret Hitler AI Deception & Mechanistic Interpretability Benchmark — LLM agents playing Secret Hitler with hidden thought capture for deception detection research.
Reasoning Honesty Lab
An X-ray for AI reasoning: measure which reasoning steps actually change the answer, then fine-tune models for more honest thinking.
Persona Capsule
Personal knowledge capsule that captures thoughts, reflections, and evolving ideas into a structured, queryable second brain.
Hisabvani
Voice-first accounting companion. Speak your expenses and income in natural language and get instant categorized bookkeeping.
Sarvam AI Podcast Generator
Built an AI-driven document analysis and podcast generator that converts PDFs into podcasts in multiple Indian languages. Implemented background processing with real-time status tracking; contributed as an open-source addition to the Sarvam AI Cookbook project.
Knee Osteoarthritis AI Report WebApp
Developed during a genai buildathon — grades knee osteoarthritis severity from X-ray images and generates detailed patient reports.
Experience
Education
Guru Gobind Singh College of Engineering and Research Centre
Bachelor of Engineering, Computer Science (Honors in AI/ML) — 7.92 CGPA
2020 — 2024
“
The people who are crazy enough to think they can change the world are the ones who do.
Steve Jobs