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  • Georgia Institute of Technology
  • Atlanta, Georgia, United States
  • 08:14 (UTC -12:00)
  • LinkedIn in/showmick-das

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Showmick119/README.md

Hi, I'm Showmick Das.

πŸŽ“ Undergraduate at Georgia Tech | πŸ’» Aspiring Machine Learning Engineer | 🌍 Passionate about Sustainability and Innovation

Welcome to my GitHub profile. I’m a tech enthusiast passionate about building impactful applications involving Machine Learning, High Performance Computing, Full-Stack Development, and Data Science.


πŸ§‘β€πŸ’» About Me

  • 🌟 Current Focus: Building data-driven platforms and AI-powered tools and conducting ML Research.
  • 🌍 Passionate About: Sustainability, AI for Good, and innovative research.
  • 🎯 Goal: To merge my technical skills with impactful projects that make a difference.
  • πŸ“« Let's Connect: LinkedIn | Email

πŸš€ Projects

♻️ CarbonLens

  • Description: An AI-powered dashboard analyzing the sustainability of automotive manufacturers.
  • Tech Stack: Python, Matplotlib, Pandas, Streamlit, Hugging Face Transformers.
  • Key Features:
    • Sustainability score generation using ML models.
    • Advanced data visualizations and time-series analysis.
    • NLP sentiment analysis from Reddit discussions and manufacturer sustainability reports.

πŸ¦• JurassIQ

  • Description: An AI-powered archaeology platform that assists excavation planning and fossil analysis using machine learning and geospatial intelligence.
  • Tech Stack: TensorFlow, YOLOv11, Python, OpenCV, Streamlit.
  • Key Features:
    • Built a model to predict fossil-rich excavation hotspots based on geospatial and historical data.
    • Generated structured excavation plans, estimating cost, logistics, and duration.
    • Fine-tuned MobileNetV2 on synthetic and real fossil datasets to classify species and assess value.
    • Visualized over 240,000 excavation data points on an interactive world map.

πŸ§‘β€πŸŽ“ ClassLinker

  • Description: A web app that connects Georgia Tech students based on their class schedules to promote academic collaboration.
  • Tech Stack: React.js, Django, PostgreSQL, JavaScript, WebSockets.
  • Key Features:
    • Allows students to input schedules, find classmates, and join class-specific chatrooms.
    • Real-time messaging system for study groups and project discussions.
    • Backend built with Django and PostgreSQL to manage schedule and chat data.
    • Planned expansion for a friend system to compare schedules and coordinate sessions.

πŸ”§ Skills

Languages

Python C++ Java MATLAB TypeScript JavaScript SQL

Frameworks, Libraries & HPC Tools

CUDA Kokkos Scikit-learn PyTorch TensorFlow Hugging Face React Node.js Pandas NumPy Plotly Matplotlib Folium Streamlit Flask Django

Cloud & DevOps

Microsoft Azure Git


πŸ” Beyond Code

  • ⚽ Sports enthusiast following Soccer, Cricket, NBA and UFC.
  • ✈️ Passionate traveler exploring cultures and cuisines.
  • πŸ“š Always learning new tech and frameworks to stay ahead.

Pinned Loading

  1. CarbonLens CarbonLens Public

    A tool to analyze and visualize the environmental impact of automotive manufacturers.

    Python

  2. JurrasIQ JurrasIQ Public

    Forked from jeet-dekivadia/JurrasIQ

    An AI-Powered Archaeology Platform

    HTML

  3. research-finder.org research-finder.org Public

    Forked from jeet-dekivadia/gt-research-finder-org

    Research Finder is a one-stop platform where students can connect with Professors and PhDs looking for research assistants.

    TypeScript

  4. RoboInvesting RoboInvesting Public

    Forked from aryan048/RoboInvesting

    RoboInvesting Platform

    Jupyter Notebook

  5. AdityaLab/Samay AdityaLab/Samay Public

    State-of-art Foundational Time-series models

    TypeScript 18 5

  6. ClassLinker ClassLinker Public

    My contributions to Mark Mogos's Project, GT ClassLinker, in association with the Registered Student Organization, WebDev @ GT.

    TypeScript