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sarabesh/README.md

Hi there! πŸ‘‹ I'm Sarabesh

πŸš€ AI/ML Engineer| Software Engineer | DevOps/Infra Engineer

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🎯 About Me

  • πŸ”­ I’m currently working on AI-driven Multi-Robot Path Planning.
  • 🌱 I’m learning Reinforcement Learning & LeetCode.
  • πŸ‘― I’m looking to collaborate on AI/ML, Robotics & Cloud Projects.
  • 🎯 I’m actively searching for Machine Learning roles as I prepare to graduate in May 2025.
  • πŸ’¬ Ask me about Machine Learning, MLOps, or Cloud Architecture.
  • 🏎️ I am a huge fan of cars, bikes, trucks, and Formula 1.
  • 🎨 Fun Fact: I love learning stuff, exploring tech innovations, watching sci-fi movies, motorsports and playing RPG games!

πŸ“§ Contact Me

πŸ“© Email: sneelam@iu.edu
πŸ”— LinkedIn: linkedin.com/in/sarabesh
🌐 Portfolio: sarabesh.github.io


πŸ›  Tech Stack

πŸ’‘ AI/ML: Deep Learning, NLP, Generative AI, Computer Vision, Reinforcement Learning
🌐 Cloud: AWS, DevOps, MLOps
πŸ”§ Languages: Python, Java, Golang πŸ›  ML Frameworks: TensorFlow, PyTorch, HuggingFace, LangChain βš™οΈ DevOps Tools: Docker, Kubernetes, Terraform, Jenkins, Git πŸ—„ Databases: MySQL, RDS, DynamoDB, Neo4j


🌟 Let's Connect & Build Awesome Things Together! πŸš€

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  1. Neural-Recon Public

    This repository provides tools and scripts for processing the Natural Scenes Dataset (NSD), extracting features, training regression models, and reconstructing images using state-of-the-art deep le…

    Jupyter Notebook

  2. HybridRAG Public

    A hybrid retrieval system for RAG that combines vector search and graph search, integrating unstructured and structured data. It retrieves context using embeddings and a knowledge graph, then passe…

    Jupyter Notebook 11 2

  3. sentiment-analysis-finetuning-and-deployment Public

    This repo simulates how an ML model moves to production in an industry setting. The goal is to build, deploy, monitor, and retrain a sentiment analysis model using Kubernetes (minikube) and FastAPI.

    Jupyter Notebook

  4. SkinNER Public

    Training NER models for taggging skin diseases using sPaCy NER models and finetuning BERT, comparing the results and evaluating

    Jupyter Notebook

  5. mono-cam-DeepVO Public

    This project aims to recreate the "DeepVO (Deep Visual Odometry) network", a deep learning model designed for estimating camera motion from consecutive image frames. Visual odometry is an essential…

    Jupyter Notebook

  6. GridWorld-PPO Public

    A simple experimental project using Proximal Policy Optimization (PPO) from OpenAI's Spinning Up library, applied to a custom Grid World environment for path planning.

    Python