About Me
I am a final year M.Tech student at IISc, specializing in Signal Processing, with interests in Mathematics, Statistics, Machine Learning, Deep Learning, and Computer Vision. I am currently working in the Spectrum Lab, IISc, for my final thesis project.
Experience
Texas Instruments
Edge AI, Quantization of Neural Networks.
Education
Indian Institute of Science
- Machine Learning
- Advanced Image Processing
- Digital Image Processing
- Data Analytics
- Detection and Estimation Theory
- Random Processes
- Matrix Theory
- Linear and Nonlinear Optimization
Indian Institute of Technology, Madras
- Deep Learning
- Machine Learning Techniques
- Data Structures and Algorithms
- Statistics for Data Science
- Mathematics for Data Science
- System Commands
Techno Main Salt Lake
- Neural Networks and Deep Learning
- Pattern Recognition
- Operating Systems
- Design and Analysis of Algorithms
Skills
Languages
:PythonC/C++JavaJavaScriptLibraries
:scikit-learnNumpyPandasPyTorchOpenCVMediaPipeYOLOSoftware
:MS ExcelTableauOpenRefineColabWeb
:HTML5CSSFlaskVue.jsReactDBMS
:SQLMongoDBRedis
Projects
Digital Yoga Master
View on GitHubUtilized MediaPipe and OpenCV for real-time body landmark tracking, pose analysis, joint angle computation, posture alignment guidance, and real-time feedback on deviations.
Comparative Analysis of Image Dehazing Algorithms
View on GitHubImplemented and trained AOD-Net and DCP algorithms for haze removal and enhancement, analyzing performance on datasets like RESIDE, NH-Haze, and Smoke.
Taxi Fare Guru: A Taxi Fare Predictor
View on KaggleDeveloped a taxi-fare prediction model using scikit-learn and XGBoost, achieving an R2 score of over 0.94. Secured a 10/10 grade for this Kaggle-hosted project.
Optimization of Product Portfolio Report
View reportAnalyzed sales data from an industrial brush manufacturer using MS Excel, achieving a 17% portfolio reduction with only a 0.023% impact on revenue. Earned a 9/10 grade for this project.
Community Detection in Dynamic Social Networks
View PaperExtended static graph algorithms, like the Leiden algorithm, to dynamic social networks, designing an improved metric to evaluate community structure quality. Achieved a 10/10 grade for this project.
Blogger Version 1 & 2
View on GitHubDeveloped a micro-blogging application using Flask (backend), Vue.js (frontend), SQLite database, and AWS Lambda for large file storage. Secured 10/10 grade and awarded 'Best Course Project in Application Development.'
Honors & Awards
AMD AI Hackathon 2025
Secured a third place by building an agentic AI solution
Texas Instruments Scholar
A scholarship for my entire stay at IISc and a project as my final year thesis with TI
Certificate of Academic Distinction
IIT Madras - Among top 6 candidates with highest CGPA (9.84)
Best Course Project
Application Development, IIT Madras, December 2022