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Hi, I'm Abhinav 👋

Quant Developer • Research Enthusiast • Algorithms & ML Theory

I'm a Computer Science graduate from IIT Kanpur and currently working as a Quant Developer at Morgan Stanley, where I build systems that ensure firm-wide model coverage, consistency, and efficiency. My interests sit at the intersection of algorithms, machine learning theory, stochastic optimization, and randomized methods.

I enjoy designing elegant solutions to complex problems, exploring the theoretical underpinnings of ML, and contributing to systems that bridge research and production engineering.


🧠 What I Work On

  • Research‑backed algorithm design and implementation
  • ML theory experiments and mini‑papers
  • Efficient probabilistic & graph‑theoretic algorithms
  • High-performance Python tooling
  • Occasional deep dives into quant theory, trading systems, and alpha research

💡 Interests

  • Algorithms that are elegant, underrated, or underexplored
  • Systems programming for research
  • ML papers with theoretical depth
  • Quant research & stochastic optimization

✨ Personal Motto

"Build systems that think, and theories that last."


📫 Get in Touch

Thanks for visiting! ⭐

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