Mohit Goyal
ML Researcher @RAAPID INC • SWE Intern @c3alabs • 12x Hacks won 🏆 • 10k+ Impressions • Building Next-Gen AI Products
- Role
- Ml Research Intern at Raapid Inc
- Location
- Delhi, DL, IN
- LinkedIn followers
- 500 followers
About Mohit Goyal
I\'m drawn to the gap between \"works in a notebook\" and \"works in…
Experience
Ml Research Intern
Apr 2025 — Present · Louisville, KY, US
Co-developed GRIT(Geometric Reprojection Instruction Tuning), a novel instruction tuning framework that fine-tunes ¡1% of LLM parameters (0.997%) while outperforming full fine-tuning and LoRA on benchmarks (BLEU ↑26.2, ROUGE-L ↑34.9 on Alpaca). • Fine-tuned multiple LLMs including GPT-2 (355M), LLaMA-3B, and Mistral-7B, demonstrating up to 30% parameter savings without performance loss, reducing compute and memory costs by 40%. • Conducted rigorous ablation studies comparing GRIT vs. LoRA, QLoRA, and AdaLoRA, validating 2.1 BLEU and 2.5 ROUGE-L gains with GRIT’s geometry-aware updates.
Education
Sumermal Jain Public School
High School Diploma
Bharati Vidyapeeth's College of Engineering
Bachelor of Technology - BTech
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