AI & Machine Learning
Building and evaluating models, from classical ML to neural networks, with an emphasis on clean data pipelines.
Hello, I am
Pratik Fuyal
I am aAI/ML Enthusiast
I build intelligent, well-crafted software: from machine learning experiments to clean, fast web experiences, with a growing focus on keeping systems secure.
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About
I am a developer driven by curiosity. My journey started with the web, building interfaces that feel effortless to use, and grew into a fascination with artificial intelligence and machine learning, where data becomes insight and insight becomes product.
Lately I have been studying cybersecurity, learning how systems are attacked so that I can design and build ones that hold up. I believe the best engineers understand the whole picture: the model, the interface, and the threat surface in between.
When I am not coding, I am reading research papers, tinkering with side projects, or practising on capture-the-flag challenges.
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Skills
Web Development
Responsive, accessible, performant interfaces backed by well-structured APIs.
Cybersecurity
Currently learning offensive and defensive fundamentals to build software that is secure by design.
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Selected Projects
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Creaneers
Website for Creaneers, an architectural firm based in Nepal. A clean, responsive showcase of the studio, its services and its project portfolio, designed to reflect the precision and aesthetics of architectural work.
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Sentiment Analysis Web App
A full-stack app that classifies text sentiment using a fine-tuned transformer model, served through a lightweight REST API and a responsive React front end.
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Image Classifier Playground
An interactive notebook-turned-web-demo for training and comparing CNN architectures on custom image datasets, with live accuracy and confusion-matrix visualisations.
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Network Recon Toolkit
A command-line toolkit built while learning cybersecurity: host discovery, port scanning, and basic service fingerprinting with clear, exportable reports.
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Contact
Have a project in mind, a question about ML, or just want to say hello? My inbox is always open.
official.pratikfuyalb@gmail.com