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sarabesh/README.md

Hi there! ๐Ÿ‘‹ I'm Sarabesh

๐Ÿš€ AI/ML Engineer| Software Engineer | DevOps/Infra Engineer

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๐ŸŽฏ About Me

  • ๐Ÿ”ญ Iโ€™m currently working on AI-driven Multi-Robot Path Planning.
  • ๐ŸŒฑ Iโ€™m learning Reinforcement Learning & LeetCode.
  • ๐Ÿ‘ฏ Iโ€™m looking to collaborate on AI/ML, Robotics & Cloud Projects.
  • ๐ŸŽฏ Iโ€™m actively searching for Machine Learning roles as I prepare to graduate in May 2025.
  • ๐Ÿ’ฌ Ask me about Machine Learning, MLOps, or Cloud Architecture.
  • ๐ŸŽ๏ธ I am a huge fan of cars, bikes, trucks, and Formula 1.
  • ๐ŸŽจ Fun Fact: I love learning stuff, exploring tech innovations, watching sci-fi movies, motorsports and playing RPG games!

๐Ÿ“ง Contact Me

๐Ÿ“ฉ Email: sneelam@iu.edu
๐Ÿ”— LinkedIn: linkedin.com/in/sarabesh
๐ŸŒ Portfolio: sarabesh.github.io


๐Ÿ›  Tech Stack

๐Ÿ’ก AI/ML: Deep Learning, NLP, Generative AI, Computer Vision, Reinforcement Learning
๐ŸŒ Cloud: AWS, DevOps, MLOps
๐Ÿ”ง Languages: Python, Java, Golang ๐Ÿ›  ML Frameworks: TensorFlow, PyTorch, HuggingFace, LangChain โš™๏ธ DevOps Tools: Docker, Kubernetes, Terraform, Jenkins, Git ๐Ÿ—„ Databases: MySQL, RDS, DynamoDB, Neo4j


๐ŸŒŸ Let's Connect & Build Awesome Things Together! ๐Ÿš€

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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 leโ€ฆ

    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 passeโ€ฆ

    Jupyter Notebook 14 2

  3. PuppyDB Public

    This is an experimental learning project to explore how vector databases work under the hood. Major components are being built step by step.

    Python

  4. 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 essentialโ€ฆ

    Jupyter Notebook

  5. 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

  6. reddit-recsys Public

    This project is a real-time multimodal recommendation system built on top of Reddit data. It processes image-caption pairs using CLIP to create joint embeddings, stores them in Qdrant, and supportsโ€ฆ

    Python