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Soumedhik/README.md

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AI/ML Researcher & Deep Learning Engineer specializing in Computer Vision, NLP, and Generative Models.

  • I’m currently working on Advancing few-shot learning for neurological datasets and developing production-scale RAG pipelines.

  • I’m currently learning Advanced concepts in Mamba state-space models, quantum machine learning, and parameter-efficient fine-tuning (PEFT).

  • I’m looking to collaborate on Open-source projects in Generative AI, Multi-Modal Systems, and Efficient LLM Deployment.

  • I’m looking for help with Connecting with researchers and engineers for knowledge sharing and potential collaborations in AI.

  • All of my projects are available at Soumedhik.tech

  • Ask me about Deep Learning, Transformers, NLP, Computer Vision, RAG, and LLM Fine-Tuning.

  • How to reach me soumedhikbharati@gmail.com

  • View My Resume

  • Fun fact I'm building a system that synthesizes music from images by translating visual features into musical parameters!

Connect with me:

bb1_naked soumedhik-bharati soumedhik-bharati https://www.youtube.com/@nakedsnakebb

Languages and Tools:

aws c cplusplus d3js git java javascript linux matlab mongodb mssql mysql nodejs opencv postgresql python pytorch seaborn tensorflow

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  1. QLearning-stock-agent QLearning-stock-agent Public

    This repository implements a Q-learning agent and a simplified stock trading environment to explore reinforcement learning approaches in data-scarce settings. Includes notebooks, reusable scripts, …

    Jupyter Notebook

  2. Resume-Insight-Engine Resume-Insight-Engine Public

    Resume Insight Engine is a modular framework for parsing resumes, engineering features, scoring candidate fit, and surfacing explainable insights. The toolkit stitches together NLP-driven parsers, …

    Python

  3. ShopSense-Search ShopSense-Search Public

    Interactive semantic product search with transformer reranking and attribute-aware refinement.

    Jupyter Notebook

  4. Text-GAN-Toolkit Text-GAN-Toolkit Public

    A modular research repository for building, training, and evaluating GAN-based text generators. It packages the original experimental scripts into a reusable `src/text_gan_toolkit` library, adds c…

    Jupyter Notebook

  5. AI-Text-Detection AI-Text-Detection Public

    AI Text Detection using BiLSTM — A deep learning model to classify whether a piece of text is AI-generated or human-written.

    Jupyter Notebook

  6. Aurora-Sight-to-Sound Aurora-Sight-to-Sound Public

    Aurora Sight-to-Sound is a research pipeline that converts images or videos into musically coherent compositions by mapping visual features—semantic, color, and texture—to interpretable musical att…

    Jupyter Notebook