Intro


I am a passionate Machine Learning Engineer with expertise in Deep Learning, Computer Vision, NLP, and Time Series Forecasting. I specialize in building intelligent systems and solving real-world problems with AI. I've worked on earthquake prediction, pothole detection, EV charging optimization, and more. I'm also experienced in full-stack development with Python, TensorFlow, PyTorch, TypeScript, and Angular.

Experience


Machine Learning Intern IHub-Data IIIT Hyderabad- India
Jul 2022-Dec 2022

  • Built pothole & triple rider detection system using YOLOv5
  • Trained custom models on annotated dash camera datasets
  • Reduced false positives by 20% through model optimization
  • Deployed real-time detection system for traffic monitoring

ML Engineer Omdena- USA
Dec 2021-Feb 2022

  • Worked on EV charging optimization for EnergyHub
  • Built time series clustering for electricity consumption profiles
  • Collaborated with global team on sustainable energy solutions

Research Intern India Meteorological Department (IMD)- India
Nov 2021-Jun 2022

  • Developed LSTM-based hailstorm severity prediction system
  • Analyzed meteorological data for weather forecasting
  • Built predictive models for extreme weather events

Research Assistant ISRO-NESAC- India
Sept 2021-Jan 2022

  • Built LSTM models for ionospheric parameter forecasting
  • Developed earthquake precursor anomaly detection system (F1: 0.78)
  • Analyzed satellite data for geophysical predictions
  • Published research on time series forecasting for seismic activity

Education


Bachelor of Technology in Computer Science & Engineering National Institute of Technology Agartala- India
2023

    Capabilities


    Languages

    English - fluent, Hindi - native

    Programming Languages

    Python, TypeScript, JavaScript, HTML, CSS, SQL

    Libraries & Frameworks

    TensorFlow, PyTorch, React.js, Angular, Tailwindcss, Node.js, Flask

    Service Providers

    Github, Vercel, AWS

    Content Platforms

    Tools

    Git, NPM, Figma, Intellij Idea

    Certifications


    • 2022-Computer Vision Nanodegree - Udacity
    • 2021-Deep Learning Specialization - Coursera (Andrew Ng)

    References


    Aryan demonstrated exceptional skills in machine learning and data analysis during his research internship. His work on earthquake prediction using LSTM models showed great promise and contributed valuable insights to our ongoing research.
    Research Supervisor
    Scientist at ISRO-NESAC

    Interests


    I'm a Machine Learning Engineer passionate about building intelligent systems that solve real-world problems. As a former GDSC Lead at NIT Agartala, I love contributing to open-source projects and sharing knowledge with the developer community. When I'm not coding, you can find me exploring new AI research papers or working on side projects involving computer vision and NLP.