Srihari Unnikrishnan
I am an AI researcher and applied ML engineer with deep expertise in large language models, reinforcement learning, mathematical modeling, and explainable AI systems.
About
I am an AI researcher and applied ML engineer with deep expertise in large language models, reinforcement learning, mathematical modeling, and explainable AI systems. I enjoy turning theoretical insights into scalable production systems for finance, tech, and enterprise applications, and I thrive at the intersection of research and real-world deployment.
I have collaborated with teams across multiple countries, deployed production LLM models for B2B and B2C startups, and funded my college education through freelancing and internships. I am passionate about building robust AI solutions, mentoring teams, and delivering measurable impact through data-driven strategies.
- 3 years' experience
- Joined January 2026
Skills· 13
Languages
- EnglishFluent
- HindiAdvanced
Industry experience
- Software & Internet
- Media & Entertainment
- Professional Services
- Education
- Other
- Financial Services
More experts in Chennai, India
Work experience· 12 roles
Conducted theoretical and mathematical research on matrices in AI and large language model optimization. Developed analytical techniques to improve model efficiency, stability, and convergence. Collaborated with cross-functional teams to translate research results into production-ready approaches and evaluate progress through rigorous experiments.
Chaired theoretical and mathematical applications of matrices in AI and LLM optimization; explored optimization techniques and enabled research for M365 products. Submitted 2 research papers under review.
Built market stimulation & order matching engine; developed algorithmic trading strategies with Sharpe Ratio of 1.5 and Sortino 2.7.
Education
Certifications and awards· 5
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