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SamarjitDebnath/README.md

Software Development

πŸ™‹πŸ»β€β™‚οΈ Experienced Software Engineer and Machine Learning Specialist with a background in scalable system design and data pipeline engineering. At Optum India, I developed a UNIFAI-style orchestration for models, cutting processing time from weeks to minutes, and deployed scalable production systems. My feature engineering and ML model evaluation improved disease event prediction accuracy by 2.5-3%. I also built cloud-based ML models and data pipelines, achieving 98.5% accuracy in reproducing historical ML runs.

At Kinara, Inc., I contributed to the design of software tools for the ARA-1 chip and developed a System API trace tool. My technical skills include Python, C/C++, Azure Databricks, Apache Airflow, and various ML/DL frameworks. I hold a B.Tech in Electronics and Communication Engineering from NIT Agartala, where I created an IoT-based Smart Agriculture System. My software development and machine learning expertise drive impactful solutions in the healthcare and technology sectors.

Skills and Experience

  • πŸ§‘β€πŸ’» C, CPP, PYTHON, FASTAPI
  • πŸ—ƒοΈ SQL, PYSPARK, PANDAS, MongoDB
  • ☁️ AZURE DATABRICKS
  • πŸ€– MACHINE LEARNING / DEEP LEARNING / LLM
  • 🌍 HTML, CSS, HTTP METHODS(REST API)

Status

🏒 I am currently working on Big Data & Data Science

github linkedin website

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  1. SamarjitDebnath.github.io SamarjitDebnath.github.io Public

    My Profile

    HTML

  2. machine_learning machine_learning Public

    This repo contains ML related Projects

    Jupyter Notebook

  3. FaceDetector FaceDetector Public

    A basic application software developed for Windows, which can detect faces from a .jpg image file and returns the number of faces.

    MATLAB

  4. MazeSolvingRobot- MazeSolvingRobot- Public

    A line follower maze solving robot has been built using Arduino UNO microcontroller, based on Left-hand algorithm for finding shortest path of it's route.

    C++

  5. ImageSizeCompresor ImageSizeCompresor Public

    Web Application which reduces the give given size

    Python

  6. TicTacToe TicTacToe Public

    iOS Gaming Application

    Swift