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-Hyderabad, IndiaJul 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-Remote, USADec 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)-Remote, IndiaNov 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-Shillong, IndiaSept 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-Agartala, India2023
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.
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.