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PAIRS
React Frontend Engineer
June 12, 2026 – Present
Object-Tracking-with-YOLOv8-Kalman-Filter-and-RNN-for-Temporal-Modeling
May 11, 2025 – May 11, 2025
Object-Tracking-with-YOLOv8-Kalman-Filter-and-RNN-for-Temporal-Modeling — GitHub repository
View ProjectDeepLabV3-Image-Segmentation-with-Foreground-Background-Separation-and-Text-Addition
January 6, 2025 – January 9, 2025
DeepLabV3-Image-Segmentation-with-Foreground-Background-Separation-and-Text-Addition — GitHub repository
View ProjectHand-Gesture-Filter-Control-with-Real-Time-Visual-Effects
January 6, 2025 – January 18, 2025
Hand-Gesture-Filter-Control-with-Real-Time-Visual-Effects — GitHub repository
View ProjectDriver-Drowsiness-and-Distraction-Detection-System
January 5, 2025 – January 20, 2025
Driver-Drowsiness-and-Distraction-Detection-System — GitHub repository
View ProjectReal-Time-Facial-Expression-Detection-using-Mediapipe-and-OpenCV
December 29, 2024 – January 6, 2025
Real-Time-Facial-Expression-Detection-using-Mediapipe-and-OpenCV — GitHub repository
View ProjectVirtual-Whiteboard
December 14, 2024 – December 14, 2024
I explored the exciting synergy of Artificial Intelligence and Human-Computer Interaction by building a Gesture-Controlled Drawing Canvas
View ProjectBackground-Removal-API
December 7, 2024 – December 7, 2024
This is a Flask-based web application that allows users to upload an image, remove its background using the DeepLabV3 model, and download the processed image with a white background. The application leverages deep learning models to perform semantic segmentation, specifically the DeepLabV3 model from PyTorch.
View ProjectPoseTrack-Real-Time-Body-and-Hand-Motion-Capture
November 23, 2024 – January 20, 2025
This project leverages MediaPipe and OpenCV to detect body and hand landmarks in real-time from a webcam feed. The application visualizes detected landmarks on both a 2D plot and the video feed, with the added functionality of recording and replaying landmark data.
View ProjectSimpleMLTools
November 19, 2024 – November 19, 2024
ML-Toolkit A collection of lightweight and simple tools designed to streamline the workflow for machine learning engineers. From image cropping utilities to data preprocessing scripts, this repository provides practical, ready-to-use solutions to everyday ML challenges.
View Projectreega
April 22, 2024 – April 22, 2024
This project uses YOLOv5 for real-time object detection from a webcam feed, combined with Wikipedia API to fetch information about detected objects. It includes text-to-speech functionality to read aloud object names and summaries. Users can interact with the system using keyboard controls to display or hear object details, pause detection.
View ProjectCultural Fit Analysis
The candidate's project portfolio is heavily skewed towards Python, AI/ML, and computer vision, which does not directly align with a 'React Frontend Engineer' target role. While the candidate has a current role as a React Frontend Engineer, there are no details on the duration or specific contributions in this role. The diversity of projects is high within the AI/ML domain, but lacks breadth in frontend technologies.
Soft Skills & Operational Fit
The provided data does not contain sufficient information to assess soft skills or operational fit beyond the project descriptions. The candidate's personal projects demonstrate initiative and problem-solving.