About
Highly motivated B.Tech student with a strong foundation in Electrical Engineering and practical experience in AI/ML, cloud computing, and software development. Proven ability to architect and deploy scalable solutions, optimize data pipelines, and lead technical projects. Seeking to leverage expertise in deep learning, network optimization, and full-stack development to drive innovative solutions in a dynamic environment.
Work
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Summary
Researching satellite network optimization using an open-source planning tool.
Highlights
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).
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Summary
Developed and deployed AI/ML models and microservices for real-time data processing and prediction.
Highlights
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.
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Summary
Led research and development for an automated traffic violation detection system.
Highlights
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.
Volunteer
Education
Awards
Emerald of Gymkhana Award
Awarded By
Inter IIT Cultural Meet / IIT Mandi
Honored for exceptional leadership as Contingent Leader, guiding 9+ clubs and 110+ students to secure Silver and 3 Bronze medals.
Languages
English
Fluent
Hindi
Native
Skills
Programming Languages
C++, Python, Rust, SQL, JavaScript, CSS, HTML.
Technical Skills
Data Structures, Algorithms, Object Oriented Programming, Machine Learning, Deep Learning, Data Annotation.
Tools and Frameworks
AWS, Flask, MySQL, TensorFlow, PyTorch, OpenCV-CVAT, Git, LSTM (Long Short-Term Memory), CloudFormation.