Rank #56 @GSSoC24 | Junior ML Engineer At @Omdena | Open Source Contributor | ML • AI • NLP • Data Analysis | 🎓 University Of Houston
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GANs-for-Chest-X-ray-Image-Augmentation
April 6, 2026 – Present
This project implements a Generative Adversarial Network (GAN) to generate synthetic chest X-ray images and improve the performance of a pneumonia classification model. Medical datasets are often small and imbalanced, which leads to poor generalization. This project addresses that problem using GAN-based data augmentation.
View ProjectQuestion-difficulty-prediction-using-distilbert
April 6, 2026 – Present
An NLP-based machine learning project that predicts the difficulty level of educational questions using the OpenBookQA dataset. Combines DistilBERT embeddings with linguistic features to classify questions into Easy, Medium, and Hard categories.
View ProjectCross-Road-Game
November 3, 2024 – November 4, 2024
The Road Crossing Game is a thrilling challenge where you guide a character across a busy road, avoiding moving vehicles to reach the other side safely. Each successful crossing earns points, and the game gets harder as you advance.
View ProjectHDFC-Stock-Price-Prediction
September 25, 2024 – September 25, 2024
This project predicts the stock price of HDFC Bank using two models: ARIMA (Auto-Regressive Integrated Moving Average) and XGBoost (Extreme Gradient Boosting). The dataset contains historical stock prices.
View ProjectPathsphere
September 14, 2024 – February 2, 2025
PathSphere is a comprehensive platform designed to connect students with scholarship opportunities and educators with job openings. It features dynamic search tools and community discussions to enhance access to educational and career resources.
View ProjectExpense-Splitter-Website
August 22, 2024 – August 22, 2024
This advanced expense splitter website allows users to input the number of participants, dynamically add their names, and record expenses with details on who paid. It features an option to upload bill images and calculates how much each participant owes or is owed, ensuring all components are responsive and visually appealing.
View ProjectSI-GuidedProject-609307-1697997262
October 22, 2023 – November 22, 2023
SI-GuidedProject-609307-1697997262 — GitHub repository
View ProjectSI-GuidedProject-580937-1694617374
September 13, 2023 – October 22, 2023
SI-GuidedProject-580937-1694617374 — GitHub repository
View ProjectApple-Fruit-Disease-Classification-using-Naive-Bayes-Algorithm
March 18, 2023 – March 2, 2024
Apple Fruit Disease Classification using Naïve Bayes Algorithm
View ProjectCultural Fit Analysis
The candidate's project portfolio shows a strong inclination towards personal projects, particularly in web development and machine learning. While this demonstrates initiative and self-learning, the lack of open-source contributions, team projects, or professional experience makes it difficult to assess cultural fit for an 'Open Source Contributor' role. The projects are diverse in technical scope, but their individual nature limits insight into collaborative work or community engagement.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions indicate an ability to complete technical tasks, but there is no information on collaboration, problem-solving approach, or communication style in a team setting.