Projects Portfolio

Welcome to my curated collection of selected projects. Below, hover over each card for extra details.

Warning! This is a mock-up only. Information here is likely to be fake.

Neural Style Transfer Playground

Deep Learning, Computer Vision, NLP, Abracadabra, pim salim

Realtime style transfer using a lightweight CNN. Trained on classical paintings, it converts any photo into a Monet-like style in seconds.

Neural Style Transfer Playground

Deep Learning, Computer Vision, NLP, Abracadabra, pim salim

Goals

• Achieve sub-1-second style transformations.
• Support multiple artistic styles.

Challenges

• Balancing speed and fidelity.
• Ensuring compatibility across devices.

Outcomes

Successfully deployed a web app with real-time style transfer capabilities.

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Time-Parallel PDE Solvers

High-Performance Computing, PDE, ML

Hybrid AI-numerical approach for solving PDEs using parallel-in-time strategies.

Time-Parallel PDE Solvers

High-Performance Computing, PDE, ML

Goals: Achieve sub-1-second style transformations using a pre-trained feed-forward network.

Challenges: Balancing speed vs. fidelity, bundling model for CPU fallback. Outcomes: Working demo with multiple artistic styles.

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My Homemade Drone

Robotics, DIY

A custom-built quadcopter from scratch, with arduino-based flight controller and real-time streaming to local servers.

My Homemade Drone

Robotics, DIY

It taught me fundamental electronics, 3D modeling, and firmware development. Flight stable at up to 30 mph wind gusts!

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Comic Panel Generator

LLM, Computer Vision

End-to-end pipeline for comics extraction: OCR-based text detection, bounding box alignment, and style transfer for new comics generation.

Comic Panel Generator

LLM, Computer Vision

Features:

• Realtime processing
• Supports multiple styles
• GPU and CPU optimized

Technologies Used:

• TensorFlow
• OpenCV

View Project

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Language Models for Finance

NLP, LLMs, Finance

Proprietary dataset of financial statements used to fine-tune specialized LLMs for sentiment and risk analysis.

Language Models for Finance

NLP, LLMs, Finance

Scores each statement with a domain-specific dictionary. Integrates with a real-time dashboard for portfolio managers.

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