Projects

A group research project assessing the effectiveness of the Quantum Approximate Optimization Algorithm (QAOA) in solving canonical NP-hard problems, including Knapsack, MAXCUT, and the Traveling Salesman Problem (TSP).

Key Features

  • Implementation of QAOA on small-scale problems
  • Hybrid quantum-classical optimization
  • Benchmarking against classical algorithms
  • Analysis of convergence and performance on IBM hardware

Technologies & Skills

Python Qiskit Quantum Computing IBM Quantum Hardware Research

A machine learning project focused on classifying hope in textual data, aimed at understanding emotional tones for applications in mental health and social analysis.

Key Features

  • Text Preprocessing and Feature Extraction
  • Hope Sentiment Classification Model
  • Evaluation Metrics for Model Performance
  • Data Visualization for Insights

Technologies & Skills

Python Natural Language Processing Transformer Models Data Visualization
Apr 2025 - May 2025

A tool designed to transcribe videos from Twitter/X /X, enabling users to extract and analyze spoken content for accessibility and data analysis.

Key Features

  • Video Download and Preprocessing
  • Speech-to-Text Conversion
  • Transcription Storage and Export
  • Integration with Twitter/X API

Technologies & Skills

Python Speech Recognition Twitter/X API FFmpeg Data Processing File Handling API Integration

Created a CNN-based model using EMCAD to improve brain tumor boundary detection and assist clinical diagnostics.

Key Features

  • Processed medical imaging datasets for model training
  • Built and tuned CNN architecture
  • Validated model accuracy in collaboration with medical professionals

Technologies & Skills

Data Preprocessing EMCAD Python CNN Medical Imaging

A console-based application leveraging Retrieval-Augmented Generation to provide context-aware responses by combining information retrieval and text generation.

Key Features

  • Document Retrieval System
  • Context-aware Text Generation
  • Efficient Query Processing

Technologies & Skills

Python Transformers Natural Language Processing Information Retrieval
Feb 2024 - Mar 2024

A cybersecurity project implementing secure key exchange using AES and RSA algorithms to ensure encrypted communication between parties.

Key Features

  • RSA-based Key Exchange
  • AES Encryption for Data Security
  • Secure Communication Protocol
  • Key Generation and Management

Technologies & Skills

Java Cryptography AES & RSA Cybersecurity Key Management