Projects

Built a personalized recommendation system using ML and deep learning. Led a team of four to develop, benchmark, and deploy a scalable API solution. Published peer-reviewed paper at ICONIC2023.

Machine Learning Deep Learning TensorFlow FastAPI

Face Emotion Detection Realtime

August 2024 – October 2024

Real-time face emotion detection system using deep learning and computer vision. Detects and classifies emotions from live video streams with high accuracy, supporting multiple faces simultaneously.

Computer Vision Deep Learning OpenCV TensorFlow

Medicine Search System

May 2024 – July 2024

Intelligent medicine search and information system that helps users find medications, check interactions, and access comprehensive drug information. Features advanced search with autocomplete and filtering.

Web Development Python Flask Database

Lab Equipment Calibration Manager

January 2024 – April 2024

Developed a comprehensive web-based system for managing laboratory equipment calibration schedules, maintenance records, and compliance tracking. Reduced scheduling errors by 85%.

Django PostgreSQL REST API Celery

Voice Recording Analysis

September 2024 – December 2024

Advanced voice analysis system combining speech recognition, sentiment analysis, and audio processing. Achieved 95% transcription accuracy with speaker diarization and emotion detection.

Speech Recognition Deep Learning NLP Audio Processing

ATS Tools: AI-Powered Resume Analysis

May 2024 – August 2024

Intelligent Applicant Tracking System leveraging AI and NLP for automated resume screening, candidate ranking, and job-resume matching. Reduced screening time by 70%.

NLP spaCy BERT Flask

New Words Prediction

October 2023 – December 2023

Advanced NLP system for predicting the next word in a sequence using deep learning. Implemented LSTM and Transformer models achieving 85% top-5 accuracy for autocomplete applications.

NLP LSTM Transformers TensorFlow