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  • 16:14 (UTC -04:00)

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RishDevs/README.md

👋 Hi, I’m Rishi

I’m an MS Computer Science student at the University at Buffalo, focused on building ML models and real-world AI systems that actually ship.

⚔️ What I’m Working On

Diving into LLMs, reinforcement learning, AI agents, and generative AI — mostly in Python, with a strong data science and algorithms backbone.

🛠 Tools

Python, Java, C, JavaScript, SQL • NumPy, Pandas, scikit-learn • Git, GCP, VS Code

📫 Reach Me

📧 rishdevs.work@gmail.com

💼 linkedin.com/in/rishi-kolluru

⭐ Learning in public. Building daily.

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  1. RishDevs RishDevs Public

  2. verifiergym verifiergym Public

    Text-to-SQL GRPO on Spider: measuring how much reward gain is real vs verifier exploitation

    Python

  3. mercury mercury Public

    A from-scratch paged-attention LLM inference server, built to measure when prefix-aware scheduling beats FCFS and what the starvation bound costs

    Python

  4. RankForge RankForge Public

    Two-stage recommender (two-tower + FAISS retrieval, LightGBM ranker) evaluated by week-by-week temporal replay on MovieLens 32M

    Python