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Achievement: Pair ExtraordinaireAchievement: Pull SharkAchievement: YOLO

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kcbir/README.md

Kabir Murjani

kabirmurjani.com · github.com/kcbir


I am a final year Electrical Engineering student at Nirma University. I architect big neural nets and exact solvers that run fast.

I primarily work on reinforcement learning on combinatorial spaces and language models. I'm currently working on Deep RL solvers for NP-hard combinatorial problems at Indian Institute of Management Bangalore (IIMB) advised by Prof. Abhay Sobhanan, and previously engineered and optimized sequential architectures with SIT-NVIDIA AI Centre (SNAIC).

Mostly I like to work on deep learning, numerics, and systems. Among other things, I play chess and tennis, and compose algorithmic music. If you're building in adjacent spaces, feel free to reach out.


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  1. corbit-lab/ttpd corbit-lab/ttpd Public

    Solvers for the Travelling Thief Problem with Drone: exact MILP, metaheuristics, attention policies, and a learner-initialised hybrid.

    Python 5 1

  2. AlphaRoute AlphaRoute Public

    LLM-guided global router for VLSI physical design, evaluated on the ISPD 2025 benchmarks. A language model tunes the PathFinder penalties while a knowledge graph keeps every suggestion in bounds.

    Python 1 1

  3. aniate aniate Public

    Approximate Numerics in Applied Transition Environments: finite MDPs and history-dependent decision problems in Python

    Python

  4. trust-combinatorics trust-combinatorics Public

    Budgeted evidence selection over temporal knowledge graphs: closed-form coherence scoring and a learned graph-transformer policy.

    Jupyter Notebook 1

  5. chessnano chessnano Public

    A small transformer that reads SAN in plain notation.

    Python 1

  6. deed deed Public

    A two-layer dispatch optimizer that computes the exact Pareto frontier of cost-emission trade-offs over non-convex feasible sets, then tracks it in real time via entropy-regularized multi-agent RL …

    Python 1