Portfolio

• Music and Image Search (Course Project)
  • Implemented a music search using the constellation algorithm following the strategy of Shazam and an image search using SIFT features.
  • Developed and optimized algorithms to achieve fast and accurate results. code
• Document Retrieval Algorithm (Course Project)
  • Implemented an algorithm to use TF/IDF to index documents and retrieve the ones that matched a query.
  • Utilized natural language processing techniques to improve the search results. code
• Malicious Content Detection (Hackathon Project)
  • Addressed the problem of content filtering by employing machine learning models to detect malicious content.
  • Utilized OpenCV to blur content and speech recognition to detect and beep malicious content.
  • Developed and tested a pipeline for real-time content filtering. Link
• Advertisements Assessment (Hackathon Project)
  • Developed an ML pipeline using YOLOV3 to assess advertisements on walls and aid decision-makers in formulating advertising strategies.
  • Conducted extensive testing to ensure high accuracy and reliable performance. Link
• Image Correction Algorithms Benchmarking (Hackathon Project)
  • Benchmarked and compared various image correction algorithms for a video streaming company to determine the best algorithms for maximizing streaming quality.
  • Utilized super-resolution techniques to improve the image quality. Presentation LINK