Artificial Intelligence Data Science Machine Learning
A little bit about who I am and what I do.
I’m a passionate Data Scientist and AI/ML Engineer with expertise in machine learning, data science, and cloud solutions. I thrive on crafting innovative solutions to solve real-world problems using cutting-edge technology. My journey is driven by a curiosity to learn and a dedication to making a tangible impact.
My professional experience and education.
Jan 2024 - Present
Gannon University, Erie, PA
Conducting research and development of a CNN model for leveling printing surfaces on metal 3D printers, enhancing quality and reducing waste.
Nov 2021 - Nov 2023
BitsKraft Pvt. Ltd., Kathmandu, Nepal
Engineered a comprehensive face analytics tool with 95% verification accuracy. Developed and deployed a REST API for document classification, improving accuracy by 25% with a CNN model. Trained a YOLOv5 model for 90% accuracy in bank cheque signature verification and created an OCR-based solution for automated document data extraction.
Aug 2020 - Nov 2020
Samadhan Engineering, Kathmandu, Nepal
Engineered an advanced road lane detection system with real-time curvature calculations and vehicle detection. Trained an AI model for autopilot functionality in simulator environments.
Expected Dec 2025
Gannon University, Erie, PA
Dec 2021
London Metropolitan University, Nepal
A selection of projects I've worked on.
Published research on an ensemble machine learning model to automate powder leveling, enhancing accuracy and paving the way for fully autonomous metal AM systems.
Developed a chat assistant using RAG to query PDF documents by searching embedded text, powered by Ollama and LangChain.
Built a Python tool using LLMs and the Proxycurl API to scrape and analyze LinkedIn profiles, with features for mocking API responses.
Developed a tool to analyze code repositories for feature toggles across multiple languages, automating extraction and explanation with LLMs.
Feel free to reach out. I'd love to hear from you!