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lomash-relia/README.md

Hello ๐Ÿ‘‹, I'm Lomash Relia

Deep Learning Enthusiast | Flutter Developer | Robotics Engineer ๐Ÿ‡ฎ๐Ÿ‡ณ

Profile views

Top languages gif of a hardworking man xD

  • ๐ŸŒฑ Right now, I'm building skills in deep learning, backend frameworks, and AI robotics.
  • ๐Ÿ‘จโ€๐Ÿš€ I was a research intern at Space Applications Center, Indian Space Research Organization (ISRO), working on robotics in Planetary Space Data Processing Division.
  • ๐Ÿ’ฌ Reach out if you want to chat about deep learning, computer vision, backend tech, autonomous systems, or Flutter apps.
  • ๐Ÿ“ซ Connect with me on LinkedIn to talk projects or opportunities.
  • โšก Fun fact: If the Republic ever needs a Clone Trooper with my skills, I'm ready for duty xD

Technical Skills & Tools

python pytorch fastapi tensorflow flutter dart firebase


About Me LinkedIn

Iโ€™m currently pursuing an M.Tech in Autonomous Systems and Machine Intelligence, fueled by a deep enthusiasm for robotics, artificial intelligence, and control systems. My motivation lies in tackling challenging problems through the integration of optimization techniques and modern deep learning with intelligent hardware and software systems.


Professional Experience

  • Research Intern, Space Applications Center, ISRO (Jan 2025 โ€“ Jul 2025)
    I put together an AI-powered planetary rover on Raspberry Pi 4B with Bookworm Linux, added monocular and stereo photogrammetry for navigation, and got quantized deep learning models running smoothly on limited hardware.

  • Student Researcher, Indian Institute of Tropical Meteorology (Aug 2024 โ€“ Nov 2024)
    I worked on predicting tropical cyclone strength from multi-spectral satellite images using neural networks, and my findings got published.

  • Full Stack Engineer, Capitalize (Remote) (May 2024 โ€“ Jul 2024)
    I created Flutter apps connected to a FastAPI backend, set up automated data pipelines with Selenium, and made database operations more reliable with better error handling.

  • AI/ML Freelancer, Upwork (Remote) (Dec 2022 โ€“ Jun 2023)
    I handled computer vision and NLP projects for clients around the world, and built automation tools that pulled insights from data using AI.


Key Projects

  • AI-Powered Planetary Rover
    I built a rover that handles both autonomous navigation and manual controls, with on-device AI for spotting objects and estimating depth in real time, all while keeping heat and power in check.

  • Deep Learning for Cyclone Intensity Estimation
    I recreated cutting-edge CNN models to analyze satellite images and tested how well they performed against benchmarks.

  • LLM-Based Knowledge Extraction System
    I designed a system that turns text into structured knowledge using retrieval-augmented generation with FastAPI and LangChain, and shared it at a conference.

  • Brain Tumor Detection Mobile App
    I added TensorFlow Lite models to a Flutter app so users could upload medical images and get instant detection results through a clean interface.


Pinned Loading

  1. music-transcription music-transcription Public

    cnn-based model for audio trained on cpu using pytorch

    Python 2 1

  2. aruco-marker-utils aruco-marker-utils Public

    A collection of Python tools and notebooks for working with ArUco markers - including marker generation, pose estimation, camera calibration, and real-world robotics applications.

    Jupyter Notebook 1

  3. QAPipleline-using-LLMs QAPipleline-using-LLMs Public

    This repository contains a python script for processing books and generating summaries, questions, and answers using large language models. Authors - Lomash Relia, Jaimin Patel, Nisha Panchal, Dr. โ€ฆ

    Jupyter Notebook

  4. quintic-trajectory quintic-trajectory Public

    Python class for quintic polynomial trajectory generation and visualization.

    Jupyter Notebook

  5. TCIR-comparative-study TCIR-comparative-study Public

    Evaluating Deep Learning Models for Cyclone Intensity Estimation

    Jupyter Notebook