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ArneshBanerjee/README.md

Experience:

  • Summer Research Intern at Indian Institute of Technology(IIT) Kharagpur under Dr. Sourangshu Bhattacharya. May 2026 - Present.
  • Research Intern at Jadavpur University CMATER Lab under Prof. Debosoth Bhattacharjee. October 2025 - May 2026.
  • Summer Research Intern at New Jersey Institute of Technology Learning-based Decision Making Lab under Dr. Arnob Ghosh. June 2025 - October 2025.

Open Source Contributor:

Projects:

  • Kimi K3 for All : Built a from-scratch training pipeline for Kimi K3, a 2.8T-parameter Mixture-of-Experts model released with inference-only code, by fixing 4 undocumented bugs blocking gradient flow through its router and experts. Then trained a ~1.3B param model on the training pipeline.

Papers & Preprints:

  • Recursive and Wrapper-Based Feature Selection for Breast Cancer Diagnosis and Prognosis. Ayushi Bhattacharjee, Arnesh Banerjee, Arpita Talukdar. 4th Analytics Global Conference (AGC 2026), March 2026. SPRINGER ASCAR Series.
  • Certifiable Safe RLHF: Semantic Grounding and Fixed Penalty Constraint Optimization for Safer LLM Alignment. Kartik Pandit, Sourav Ganguly, Arnesh Banerjee, Shaahin Angizi, Arnob Ghosh. 2025. arXiv: https://arxiv.org/abs/2510.03520
  • Failure Modes of Large Language Models on Research-Level Mathematics: A Taxonomy and an Empirical Characterisation. Arnesh Banerjee, Ayushi Bhattacharjee. arXiv: https://arxiv.org/abs/2606.24902
  • An Intelligent Weakly Supervised Framework for Breast Thermography Segmentation Using Hybrid CNN–Transformer Networks. Arnesh Banerjee, Debotosh Bhattacharjee.

Contact me: arneshbanerjee24 [at] gmail [dot] com

Pinned Loading

  1. Kimi-K3-for-All Kimi-K3-for-All Public

    Kimi K3 training pipeline replicated from scratch.

    Python 7 1

  2. Smart-Competency-Diagnostic-and-Candidate-Profile-Score-Calculator Smart-Competency-Diagnostic-and-Candidate-Profile-Score-Calculator Public

    Jupyter Notebook 1

  3. autoresearch-generalized autoresearch-generalized Public

    A framework for autonomous ML research — configurable autoresearch for any domain

    Shell 2

  4. oss-contributions-widget oss-contributions-widget Public

    Plug-and-play, dependency-free widget for showing your GitHub open-source PR contributions — filter, sort, diffstats, and org/individual chips. Fully themable via CSS variables.

    JavaScript 4