"Gauransh led a comprehensive LLM evaluation that transformed our SEC filing process. His doc-generation experiments and RAG integration reduced our 8-K preparation time from 12 hours to 45 minutes while maintaining perfect compliance. Their strategic vision for FylerLLM has positioned us at the forefront of regulatory tech innovation.”"
— Cory Skerl, CEO, Fyler.us
"During our seed investment crunch, M3S team single-handedly helped us build our AI engineering team while simultaneously upgrading our PII detection system. Their hybrid BERT-CRF model achieved 98.7% recall on sensitive data identification – a 22% improvement over our legacy system. This translated to zero security incidents for 14 consecutive months and an 18% boost in client retention."
— Apurv Garg, CEO, Aurva.io
"Gauransh transformed our AI education platform by developing 47 hands-on labs integrating real-world AI tools. His AST-based plagiarism detection system reduced plagiarism incidents by 63%, validated 800+ student projects, and built a comprehensive learning analytics dashboard. This resulted in a 47% reduction in plagiarism incidents and a 80% increase in platform engagement."
— Kiran Suresh, Head of Product, Crio.do
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