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Achievement: Pull SharkAchievement: YOLO

Achievements

Achievement: Pull SharkAchievement: YOLO

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Suraj-Sedai/README.md

Suraj Sedai

Computer Science undergraduate specializing in AI/ML and backend systems. Experienced in implementing Transformer language models from scratch in PyTorch and building production-style full-stack applications. Seeking internships in AI/ML or software engineering focused on scalable systems and real-world data.

Technical Skills

Programming Languages:
Python, C, C++, C#, Java, JavaScript, Bash, Dart, R, SQL, PHP

AI / Machine Learning & Data Tools:
NumPy, Pandas, Scikit-learn, TensorFlow, PyTorch, Keras, Hugging Face, Transformers, OpenCV, XGBoost, SciPy, Matplotlib, Seaborn, Plotly

Data Analysis & Automation:
Web scraping, workflow automation, exploratory data analysis (EDA), feature engineering, NLP, time series analysis, statistical modeling

Web Development:
Django, Flask, FastAPI, Node.js, React, PHP, Flutter, HTML, CSS, REST APIs, GraphQL

Databases:
MySQL, PostgreSQL, MongoDB, SQLite, Firebase, Oracle

Cloud & DevOps:
Microsoft Azure, AWS (S3, EC2, Lambda), Google Cloud Platform, Docker, Kubernetes, CI/CD (GitHub Actions, Jenkins)

Tools & Environments:
Jupyter, Google Colab, Anaconda, Git/GitHub, Selenium, Postman, Figma, VS Code, IntelliJ, PyCharm

GitHub Overview

Connect with Me

        

Always learning, building, and sharing knowledge through code.

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  1. minigpt-inference minigpt-inference Public

    From-scratch Transformer inference engine with KV caching and incremental autoregressive decoding, designed for efficient, correct, and benchmark-driven LLM inference.

    Jupyter Notebook

  2. Transformer-language-model-MiniGPT Transformer-language-model-MiniGPT Public template

    MiniGPT is a fully functional transformer-based language model implemented entirely from scratch in Python. The project is designed as an educational and reference implementation that demonstrates …

    Jupyter Notebook

  3. neural-signal-decoder neural-signal-decoder Public

    End‑to‑end simulated EEG signal decoding with feature engineering and transformer models.

    Jupyter Notebook

  4. my_vcs my_vcs Public

    A simple Git-like version control system built from scratch using Python. It supports basic commands such as init, add, commit, log, branch, checkout, and merge.

    Python

  5. Customer-Churn-Analysis Customer-Churn-Analysis Public

    This project aims to predict customer churn (whether a customer will leave or stay) using machine learning classification models. By analyzing historical customer data, the model identifies pattern…

    Jupyter Notebook 1

  6. Finance_Graph-Personalized-Analytics Finance_Graph-Personalized-Analytics Public

    Finance management app to track transactions, analyze spending, and visualize data.

    Python 1