😵‍💫 Hallucination Analysis in Large Language Models Link to heading

  • Comparative study of hallucination behavior in GPT, Claude, and LLaMA using SQuAD 1.1 and 2.0.
  • Evaluates outputs with QA metrics (EM/F1) plus hallucination measures: fabrication, false abstention, refusal failure, and optional NLI-based detection.
  • Includes contamination checks, reproducible scripts, saved results, plots, and a Streamlit dashboard for cross-model exploration.

📈 Playwright-Meroshare-Automation Link to heading

  • Automates MeroShare login, IPO availability checks, and applications with Telegram notifications.
  • Verifies share details before applying, auto-fills bank/CRN details, and submits with transaction PIN; optional OpenTofu for secrets.
  • GitHub Actions workflow for scheduled daily runs (e.g. 9:00 AM Nepal Time).

📚 Research Buddy Link to heading

  • Local RAG tool to chat with PDFs using Ollama and ChromaDB for privacy-first document Q&A.
  • Processes PDFs into embeddings and supports both CLI and Streamlit web UI.
  • Uses local models (e.g. Llama, nomic-embed-text) for research synthesis without sending data to the cloud.

❤️ Heart Disease Prediction Link to heading

  • Built a full ML pipeline to predict heart disease from clinical data with SMOTE and cross-validation.
  • Compared six models: LightGBM, XGBoost, SVC, MLP, CNN, and TabTransformer.
  • LightGBM achieved the strongest performance at ~80% accuracy.

🌤️ Astra Link to heading

  • AI-powered weather and air quality assistant for asthma patients with React, Flask, and Google Gemini.
  • Integrates National Weather Service and AirNow APIs with geolocation via OpenStreetMap.
  • Offers responsive web UI and CLI for proactive, health-centric recommendations.

🕵️ Exploring Career Preparedness and Marketable Skills Among University Graduates Link to heading

  • Analyzed Graduate Exit Survey data (Fall 2024 & Spring 2025) at East Texas A&M University for strategic planning (2024–2029).
  • Used Python, Pandas, Matplotlib, and Seaborn for cleaning, weighted skill scores, and visualization.
  • Applied descriptive statistics and the Mann-Whitney U test to compare skill perceptions across demographic groups.

⏱️ Vibe Timer Link to heading

  • Custom SwiftUI iOS timer with auto-stop alerts so rings don’t run until manually dismissed.
  • Supports multiple simultaneous timers, presets (e.g. Pomodoro), and customizable alarm durations and ringtones.
  • Live Activities and Dynamic Island countdown with lock screen notifications and full playback controls.