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akshatgurbuxani/README.md

πŸ‘‹ Hey, I'm Akshat Gurbuxani

πŸ”¬ AI Research Engineer | 🧠 Modeling Problems | πŸ§ͺ Testing Hypothesis

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πŸ‘¨β€πŸ’» About Me

I currently build thinking systems that imitate understanding

I'm Akshat, an AI research engineer, and I spend my days making AI do things. I work with language models, autonomous agents, and natural language. Most days I’m juggling experiments and half-baked hypotheses, with occasional wins when the AI worksβ€”or when I convince myself it did.

What I’m up to lately:

  • πŸ”­ Crafting autonomous AI agents that can reason over data and answer tricky questions
  • ⚑ Optimizing LLM pipelines and prompt workflows for better efficiency
  • 🎯 Fine-tuning NLP models for domain-specific challenges
  • πŸ”¬ Exploring model optimization, inference acceleration, and scalable AI architectures

Some things I enjoy:

  • 🧠 Playing with LLMs and seeing what they can’t do yet
  • πŸ›  Chasing elusive bugs across code, models, and data
  • πŸ“š Exploring new AI research to find ideas worth testing

πŸ› οΈ Tech Stack

πŸ€– AI/ML Frameworks

PyTorch Hugging Face DSPy MLflow NumPy Polars CUDA

πŸ’» Programming Languages

Python Rust TypeScript C++


🀝 Let's Connect!

πŸ“§ Reach out for collaborations, discussions, or just to say hi!


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  1. UniverSeg-Lite UniverSeg-Lite Public

    Simpler version of UniverSeg - Trained and inferred on 2D brain MRI scans - A few shot approach to unseen medical image segmentation tasks

    Jupyter Notebook 2

  2. 3D-Human-Pose-Estimation 3D-Human-Pose-Estimation Public

    Python

  3. lux-ai-carbon lux-ai-carbon Public

    Jupyter Notebook

  4. IB-TWS-Simulated-Stocks-Trading IB-TWS-Simulated-Stocks-Trading Public

    Jupyter Notebook

  5. Kalshi-Weather-Forecasting-Financial-Trading Kalshi-Weather-Forecasting-Financial-Trading Public

    Integrating Financial Trading with Daily Climate Event Forecasting on Kalshi Platform

    Jupyter Notebook 7 3

  6. itinerary-planner itinerary-planner Public

    Python