Tanay Sonawane

Researching satellite network optimization using an open-source planning tool.

• Utilizing GNPy, an open-source network planning tool based on the Gaussian Noise Model, to simulate and optimize communication routes in satellite networks, focusing on Free Space Optics (FSO).

Developed and deployed AI/ML models and microservices for real-time data processing and prediction.

• Deployed deep learning models on AWS, optimizing scalable cloud operations and developing microservices with Flask, integrating MySQL for seamless data flow.
• Preprocessed real-time weather data via Open Weather Map API, integrating with LSTM models built in TensorFlow and PyTorch; successfully predicted landslides 60 minutes in advance, significantly enhancing disaster response and potentially saving lives.

Led research and development for an automated traffic violation detection system.

• Spearheaded the development of an automated violation detection and explanation system for Indian traffic, utilizing advanced techniques from METEOR and Rank2Tell research papers.
• Annotated over 1250 videos using CVAT for machine learning integration, developed robust flow algorithms for diverse traffic scenarios, and led a team of two interns to ensure compliance with Government of India road safety guidelines.

Led a large student contingent at a national cultural event.

• Honored with the Emerald of Gymkhana Award for exceptional leadership as Contingent Leader, guiding 9+ clubs and 110+ students to secure Silver and 3 Bronze medals.

Co-coordinated the Quizzing Club, achieving notable successes.

• Led the Quizzing Club to achieve 1 Gold, 2 Bronze medals, and the Best Contingent Award at PEC, Chandigarh.

Managed and executed events for the Space Technology and Astronomy Club.

• Managed and successfully executed over 10 events, enhancing club engagement and outreach.

Developed a Flask-based attendance system leveraging face recognition and a user-friendly web portal.

Engineered a high-performance Python-based BitTorrent client.

Designed and implemented an automated CI/CD pipeline using AWS services.

Honored for exceptional leadership as Contingent Leader, guiding 9+ clubs and 110+ students to secure Silver and 3 Bronze medals.