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Achievement: Pair ExtraordinaireAchievement: Pull SharkAchievement: YOLO

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kcbir/README.md

Kabir Murjani

kabir.codes • github.com/kcbir

I’m a final year Electrical Engineering student at Nirma University. I architect neural nets and exact solvers.

Currently building exact Deep RL solvers for NP-hard combinatorial problems at IIMB under Prof. Abhay Sobhanan. Previously lead at Aniate Labs, where I architected Ant and Engram; a terminal-native execution layer and stateless inference pipelines. I also engineered tensor state-space search and high-throughput pipelines at SNAIC (SIT NVIDIA AI Center) under Dr. Timothy Liu.

I work on adversarial networks, combinatorial spaces, and sequential decision processes.

Commit Activity Graph

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  1. research_icc26 research_icc26 Public

    This repo is submission of "IEEE ICC, Glasgow, UK"

    Python 1

  2. w_engram w_engram Public

    A high-performance knowledge graph memory engine for AI systems, leveraging PSL-based probabilistic reasoning and 256-dimensional semantic embeddings over a petgraph-backed entity-relation structur…

    Rust

  3. r_chessnano r_chessnano Public

    A sub-50M parameter autoregressive transformer trained on 2500+ Elo Lichess games that learns chess purely from move sequences in Standard Algebraic Notation, employing GQA, RoPE, SwiGLU, and Turbo…

    Python

  4. r_deed r_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