Crossword Solver & Generator
An intelligent system for solving and generating crossword puzzles using NLP and constraint satisfaction algorithms.
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AI / ML Engineer
Prajesh Shrestha
Passionate about Deep Learning, Natural Language Processing, Computer Vision, and building intelligent systems that solve real-world problems.
About
I'm an AI/ML Engineer with a Bachelor's degree in Computer Engineering from Thapathali Engineering Campus, Tribhuvan University. My journey in technology has been driven by a deep curiosity for how machines can learn and understand the world around us.
My work focuses on Deep Learning, Natural Language Processing, and Computer Vision. I enjoy tackling complex problems and building systems that can make a meaningful impact.
Technologies & Tools
Python
PyTorch
TensorFlow
JAX
NLP
Computer Vision
Deep Learning
Machine Learning
SQL
Git
Linux
Experience
2019 — 2024
Bachelor in Computer Engineering
Thapathali Engineering Campus, Tribhuvan University
Focused on AI/ML, Deep Learning, and Natural Language Processing. Completed major project on Crossword Solving using NLP techniques.
2017 — 2018
Higher Secondary Education (NEB)
Shikshadeep Higher Secondary School, Biratnagar
Science stream with focus on Physics, Chemistry, and Mathematics.
2015
Secondary Level Certificate (SLC)
Eden National Boarding School, Biratnagar
Sep 2025 — Present
AI / ML Engineer Level II
reAlpha (Naamche)
Developing an intelligent loan mortgage agent powered by LLMs and agentic workflows. Building conversational AI systems that streamline mortgage applications and provide personalized guidance to users throughout the lending process.
Aug 2024 — Sep 2025
AI / ML Engineer Level I
Naamche
Built and deployed intelligent chatbot systems using LLMs and RAG pipelines. Developed onboarding agents to automate user workflows and enhance engagement. Designed and implemented user data analytics dashboards to derive actionable insights from behavioral patterns and usage metrics.
Jun 2023 — May 2024
Major Project: Crossword Solver & Generator
Academic Research Project
Developed an intelligent crossword solving system using NLP, constraint satisfaction, and deep learning techniques.
Jan 2023 — May 2023
Minor Project: Heritage Lens
Academic Research Project
Built an automatic monument detection system within images using computer vision and deep learning.
Projects
Heritage Lens
Automatic monument detection within images using computer vision and deep learning techniques.
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Sortos
A visualization tool for understanding and comparing different sorting algorithms in action.
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A* Pathfinding Visualizer
Interactive visualization of the A* pathfinding algorithm, demonstrating optimal path discovery.
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Interested in collaborating or have a project in mind? I'm always open to discussing new opportunities and ideas.