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Achievements

Achievement: QuickdrawAchievement: Pull SharkAchievement: Arctic Code Vault Contributor

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s-4-m-a-n/README.md

LinkedIn Gmail Profile Views

📝 Solve problems not because they’re easy, but because each challenge teaches a new way to think

About

Hey! I'm Suman — an AI/ML engineer from Nepal who loves building things that actually work in the real world. I spend most of my time on computer vision and NLP, and lately I've been going deep into reinforcement learning and XR. I like research, but I also like shipping things.

👨‍💻🚫 When I'm not at my keyboard, I'm probably watching movies, playing guitar, swimming, or sending memes..


location focus learning

guitar swimming movies gym memes philosophy


Tech Stack

AI / ML  ML CV NLP PyTorch TensorFlow Keras OpenCV scikit-learn HuggingFace

Data & Visualization  NumPy Pandas Matplotlib Seaborn MLflow CVAT

Programming  Python HTML CSS JavaScript

Infra & Backend  Docker Flask Celery Redis PostgreSQL MongoDB Triton AWS Linux GitHub


Personal Projects

CV

• Hands-on-Reinforcement-Learning — reinforcement learning from scratch
• Aframe-tic-tac-toe — vr + RL based tic tac toe

NLP

• Restaurant Chatbot — intent-driven ordering agent
• Smart Auto Complete — LM-powered text completion

CV

• Pain Recognition — facial expression pain detection
• Autonomous Braking — vision-based POC for vehicles
• Bubble Sheet Evaluator — automated OMR grading
• Sketch → Photo Converter — GAN image translation

KG

• Daraz Smartphone KG — product data as RDF graph

Research

• SimCLR — self-supervised contrastive learning
• Research Paper Summaries — 365 days of ML notes

Tools

• Subtitle Downloader — CLI subtitle retrieval tool
• Realtime Twitter Scraper — stream-based tweet pipeline

Engineering Interests

Computer Vision Reinforcement Learning ML Algorithms Research--driven AI ML Infrastructure Intelligent Systems


GitHub Stats

 

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  1. hands-on-reinforcement-learning hands-on-reinforcement-learning Public

    Hands-on implementations of Reinforcement Learning algorithms from scratch, progressing from classical methods to deep RL with practical experiments.

    Jupyter Notebook

  2. aframe-tic-tac-toe aframe-tic-tac-toe Public

    A virtual reality Tic-Tac-Toe built with A-Frame where AI player trained using reinforcement learning compete against humans.

    Jupyter Notebook

  3. 365-days-of-ML-challenge 365-days-of-ML-challenge Public

    Welcome to the 365DaysML Challenge repository! 🚀

    Jupyter Notebook 2 1

  4. RestaurantBot RestaurantBot Public

    The Restaurant Bot is a proof of concept project powered by Rasa that aims to provide a seamless food ordering experience. With advanced natural language processing capabilities, it allows users to…

    Python 9 1

  5. smart-auto-complete smart-auto-complete Public

    enhancing Nepali News Writing with Intelligent Auto-Complete

    HTML 1

  6. autonomous_braking autonomous_braking Public

    a computer vision project that estimates distance and determine whether brake needs to be applied

    Python 1