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shivamk1075/README.md

Shivam Kumar

B.Tech Mechanical Engineering · IIT (BHU) Varanasi · 2027

Interested in machine learning, computer vision, and competitive programming.
Currently mastering the flute.

Skills

Languages — Python · C++ · C
ML / DL — TensorFlow · Keras · Scikit-Learn · PyTorch · HuggingFace Transformers
Data — NumPy · Pandas · OpenCV
Tools — Streamlit · Flask · React · OSMnx · FFmpeg

Projects

Project Description
Safety-Check Satellite + OSM + YOLOv7 pipeline to detect illegal dumping sites from GPS coordinates
Right-To-Music Audio fingerprinting system inspired by Shazam — FFT-based song identification from 5s snippets
Ranking-YT-tutorials NLP pipeline using fine-tuned DistilBERT to rank YouTube tutorials by comment sentiment
LPBF-defect-detection CT-scan based defect detection algorithm for post-process quality inspection of 3D printed parts
Skin-Cancer-Prediction Binary skin cancer classification using NASNet on dermoscopy images
IMDB-Review-Sentiment-Analysis Sentiment classifier trained on IMDB reviews
StorySummariser Extractive and abstractive text summarisation tool
Loan-Risk-Model Loan default risk model — submission for Statistella Case Study Competition

Contact

shivam.kumar.101075@gmail.com · LinkedIn

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  1. Ranking-YT-tutorials Ranking-YT-tutorials Public

    This project is an attempt to reduce distraction in selecting tutorials for learning.

    Jupyter Notebook

  2. Safety-Check Safety-Check Public

    It is made to help people who manually search for illegal dumping sites on internet for flagging and environment purposes

    Python

  3. Right-To-Music Right-To-Music Public

    This is my attempt to prepare a prototype of Shazam's algorithm.

    Python

  4. LPBF-defect-detection LPBF-defect-detection Public

    It contains an algorithm reducing manual work of post testing parts quality through CT-scan.

    Python