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sagnikai/README.md

Sagnik Mukherjee

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About Me

Researcher and software engineer working at the intersection of applied machine learning, human--computer interaction, and socio-technical systems. I build things, break things, and think deeply about how people and technology shape each other.

Interests

  • Applied machine learning
  • Human--computer interaction
  • Socio-technical systems
  • AI adoption and digital transformation
  • Information systems
  • Data-driven software systems

What I'm Working On

  • Exploring how organizations adopt AI and digital systems in practice
  • Bridging technical systems and human decision-making
  • Translating ML research into practical, deployable solutions

Technical Toolkit

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Languages and Programming

Python Java C#

Machine Learning and Data

TensorFlow Keras Scikit-Learn Pandas NumPy

Software and Systems

Angular React Node.js ASP.NET REST API Docker Azure DevOps SQL Server MySQL Oracle Hadoop

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  1. Automatic-Image-Captioning Automatic-Image-Captioning Public

    IEEE-compliant Image Captioning System using CNN (Inception V3) and RNN (GRU) with Bahdanau Attention.

    Python

  2. aws-ec2-orchestration aws-ec2-orchestration Public

    Python

  3. Malware-Prediction-System Malware-Prediction-System Public

    This project presents a IEEE-compliant malware attack prediction system that estimates the probability of compromise at the base level of a machine by learning from hardware, operating-system, and …

    Python

  4. Sensex-Market-Analysis Sensex-Market-Analysis Public

    This repository presents a comprehensive framework for processing and analyzing large-scale financial data, specifically targeting Sensex market trends.

    Java