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nahcol10/README.md

Lochan Paudel - GitHub Banner

Hey there, I'm Lochan Paudel!

I'm a passionate and driven Artificial Intelligence & Machine Learning enthusiast, currently pursuing my B.Tech at Symbiosis Institute of Technology, Pune. My journey is fueled by a deep curiosity for building intelligent systems, a love for problem-solving, and a strong belief in the power of open-source collaboration. I'm always eager to learn, contribute, and make a tangible impact with technology.


🚀 What I'm Currently Up To:

  • 🧠 Diving deep into Advanced Deep Learning Architectures (especially Transformers!).
  • sktime Actively contributing as a Mentee in the sktime Mentorship Programme.
  • Working as a Mentee in the LFX Mentorship program on LFDT's Multi-Agent RAG for AIFAQ project.
  • 💻 Exploring the frontiers of MLOps for robust and scalable machine learning solutions.
  • 🌐 Building full-stack applications and honing my skills in cloud technologies.
  • 💡 Contributing to impactful Open Source projects.

🛠️ My Tech Stack:

Python Java JavaScript

Git Linux

PyTorch scikit-learn Pandas NumPy Machine Learning Deep Learning Computer Vision NLP Transformer Architecture

React HTML5 CSS3 Tailwind CSS Spring Boot JWT

MySQL MongoDB

Docker Kubernetes AWS GitHub Actions DVC MLflow Vercel


🌱 I'm Currently Learning / Exploring:

  • Building LLMs from scratch (architecture and implementation of models like GPT and DeepSeek)
  • Advanced MLOps techniques for production-grade ML systems
  • Efficient fine-tuning methods for domain-specific language models
  • Distributed training strategies for large-scale deep learning models

🔗 Let's Connect!

I'm always open to discussing new projects, collaborations, or just chatting about tech!

Email LinkedIn GitHub


github-snake

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  1. Contact-App Contact-App Public

    The purpose of the Contact Management Application in this repository is to provide a full-stack web solution for managing contact information. It enables users to perform actions such as creating, …

    JavaScript 2

  2. AttentionIsAllYouNeed AttentionIsAllYouNeed Public

    A from-scratch PyTorch implementation of the Transformer model, featuring encoder-decoder architecture, multi-head attention, and positional encoding—faithful to the original paper.

    Jupyter Notebook

  3. FileSharer FileSharer Public

    A simple and secure web app for sharing files using unique PINs—no signup required. Upload a file, get a PIN, and share it. Others can download the file using that PIN. Built with React, Spring Boo…

    Java

  4. Online_Casino Online_Casino Public

    A data science project analyzing time series data from an online casino. Includes exploratory data analysis (EDA), customer segmentation using K-Means clustering, and binary classification for pred…

    Jupyter Notebook

  5. RenAIssance RenAIssance Public

    RenAI is a deep learning pipeline for recognizing handwritten text in Renaissance-era Spanish manuscripts. It combines CRAFT for text detection and a custom CNN+RNN model for recognizing historical…

    Jupyter Notebook

  6. Vehicle-Insurance Vehicle-Insurance Public

    An end-to-end MLOps project showcasing a complete ML pipeline for vehicle insurance data—from ingestion and EDA to model training, deployment, and CI/CD automation. Built with MongoDB, AWS, Docker,…

    Jupyter Notebook