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ambideXtrous9/README.md

Hi, I am Sushovan Man Technologist!

Iron Man

LinkedIn   Kaggle   Medium   LeetCode


Man Technologist About Me

  • Waving Hand Hi there! I'm Sushovan Saha — currently working as a Founding AI / ML Engineer at a Stealth Startup, building production-grade intelligent systems with deep focus on Large Language Models (LLMs), Generative AI, Voice Agents, Deep Learning, NLP, and Computer Vision (CV).

  • Graduation Cap I hold an M.Tech in Data Science from IIT Guwahati, and I'm a Kaggle Notebook Expert with a strong inclination toward solving real-world challenges using intelligent systems.


Rocket My Skills

  • 🧠 LLMs & Generative AI: Proficient in RAG, GraphRAG, Agentic RAG, MCP, LangChain, LangGraph, Google ADK, and architecting Complex Agentic Workflows
  • 🎙️ Voice Agents & Real-Time AI: Building end-to-end real-time Voice Agents using LiveKit, WebRTC, low-latency audio pipelines, and tool-augmented conversational agents
  • 🎯 Fine-Tuning & Post-Training (Reasoning & RL): Hands-on experience with SFT (Supervised Fine-Tuning) and GRPO (Group Relative Policy Optimization) on Qwen3.5 4B, leveraging HuggingFace, Unsloth, PyTorch, and PyTorch Lightning
  • 🔬 Applied ML & Deep Learning: End-to-end project experience across NLP, Computer Vision (CV), and Time Series domains
  • 📈 Time Series & Forecasting: Statistical and deep learning models for trend analysis, predictive modeling, and demand Forecasting
  • ⚙️ MLOps & Scalable ML Systems: Focus on production-grade pipelines, model deployment, and monitoring with MLflow
  • 🚀 API & Deployment: Experience in deploying models as APIs using FastAPI and deploying on cloud platforms like AWS and GCP
  • 🔄 CI/CD: Experience in setting up CI/CD pipelines using GitHub Actions
  • 📊 Data Science: Experience in data analysis, statistical analysis, data visualization, and data preprocessing using Pandas, NumPy, Matplotlib, Seaborn, and Scikit-learn

🛠️ Frameworks & Ecosystem

LiveKit  LangChain  LangGraph  CrewAI  Hugging Face  PyTorch Lightning  Keras  Kaggle  Google Colab  Unsloth

Core Technologies


Comet Featured App

Explore my latest project powered by Gen AI agents and real-time research:
👉 AI Research Agent App   Streamlit App


Books In my free time, you’ll find me:

  • Contributing to the ML community on Kaggle
  • Writing practical ML blogs on Medium
  • Exploring new AI tools, frameworks, and academic papers to stay at the cutting edge

High Voltage I'm always eager to collaborate on innovative projects, exchange ideas, and learn from the community. Let’s build something amazing with AI! Handshake



📊 GitHub Activity & Stats

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Sushovan's GitHub stats GitHub contribution Map

GitHub contribution snake

✍️ My Medium Blogs

Recent Article 0
Recent Article 1

Profile Views

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  1. Streamlit-AI-Portfolio Streamlit-AI-Portfolio Public

    Streamlit App

    C 2 6

  2. Bengali-News-Summarization-BanglaT5 Bengali-News-Summarization-BanglaT5 Public

    Bengali News Summarization - BengaliGPT & T5

    Python 5

  3. 600-DSA-Problems 600-DSA-Problems Public

    600+ DSA Problems solved from GFG, LeetCode, BinarySearch

    C++ 1

  4. Brand-Logo-Classification-using-TransferLearning-Flickr27 Brand-Logo-Classification-using-TransferLearning-Flickr27 Public

    Incremental Learning using MobileNetV2 of Logo Dataset

    Jupyter Notebook 4 1

  5. SFT-GRPO-GSPO-Finetune-on-Qwen3-Unsloth-Reasoning-and-Non-Reasoning-Dataset SFT-GRPO-GSPO-Finetune-on-Qwen3-Unsloth-Reasoning-and-Non-Reasoning-Dataset Public

    GRPO and SFT Finetune Qwen3 using Unsloth : Reasoning and Non-Reasoning Dataset

    Jupyter Notebook 6 1

  6. MTP-News-Article-based-Question-Answering-System MTP-News-Article-based-Question-Answering-System Public

    MTP-FlanT5-SBERT-Model-for-NewsQA-and-Teacher-Student-Model

    Jupyter Notebook