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KM

KIRTI PANKAJ MANGATE

B.Tech IT student · AI/ML & Full-Stack Developer

Aurangabad, Maharashtra, India

@kirti_mangate

0 followers

🎓 B.Tech (IT) at Government College of Engineering, Aurangabad · Graduating 2027

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About

B.Tech Information Technology student with hands-on experience in AI/ML, data science, and full-stack project development. Builds computer vision and data analytics applications using Python, modern ML frameworks, and web technologies.

Experience

  • Fellow
    DoraDAO
    Aug 2026 – 2026

    Collaborated on building and iterating AI-powered products from ideation and prototyping to launch. Contributed to product development, feature ideation, testing, and refinement through iterative feedback. Worked on product storytelling and launch strategies to communicate product value and improve adoption.

  • Implant Training
    Ennovate Skills · Chandigarh
    Jun 2022 – 2022

    Worked on IoT-based projects using Arduino Uno. Programmed microcontrollers for automation and gained practical embedded systems experience.

Education

  • B.Tech (IT)
    Government College of Engineering, Aurangabad
    Information Technology · Aug 2024 – Jul 2027
  • Diploma (ENTC)
    Government Polytechnic, Aurangabad
    Electronics and Telecommunication Engineering (ETE) · Jul 2020 – May 2023
  • High School
    St. John English High School, Aurangabad
    2019 – 2020

Skills

<3 months <3 months Just getting started - under three months. This is also what shows when a level has not been set.
SQL RAG Oop Java NumPy Flask Python Pandas OpenCV Node.js PyTorch Streamlit Reacts Js Express.js JavaScript Matplotlib TensorFlow scikit-learn Deep Learning Advanced DBMS Machine Learning Convolutional Neural Networks Data Structures and Algorithms Generative Adversarial Networks (GANs) Generative AI (ChatGPT, Copilot, Gemini)

Tools / apps / platforms

6 to 12 months 6 to 12 months Most of a year behind them.
Arduino UNO
<3 months <3 months Just getting started - under three months. This is also what shows when a level has not been set.
Git MySQL GitHub PostgreSQL

Projects

  • RAG Pipeline ↗
  • DataRefine ↗
    React.js, Node.js, Express.js, Python, Pandas, NumPy, PostgreSQL, Gemini API, JWT

    Developed a full-stack AI-powered data cleaning and analytics platform supporting 4 file formats, performing automated data quality checks, offering user-approved cleaning operations, and generating interactive visualizations with AI-powered insights.

  • Artify AI ↗
    Python, PyTorch/TensorFlow, OpenCV, CNN, Flask

    Built a CNN-based neural style transfer application to generate artistic images by combining image content with learned visual styles. Implemented image preprocessing and deep-learning inference using PyTorch and OpenCV to generate stylized outputs.

  • FitSense AI
    Python, OpenCV, PyTorch/TensorFlow, Flask, MediaPipe, Streamlit

    Developed a real-time computer-vision fitness coach that analyzes body pose and movement from video for exercise tracking and posture assessment. Implemented pose landmark detection and movement analysis with Flask to identify exercise patterns and provide real-time workout feedback.

🏆 Achievements & awards

  • Published Paper: Digital E-Wallet Wristband · 2023

    IJSREM Journal — Credential ID: 10.55041/IJSREM 24218

  • Google Summer of Code (GSoC) 2026 · 2026

    Contributed to DeepChem by submitting pull requests, fixing issues, and collaborating with the open-source community.

📚 Publications

  • Digital E-Wallet Wristband · 2023

🎯 Hobbies & interests

  • Painting
  • Journalling

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