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lnv-louis/README.md

Hi there, I'm Louis Le 👋

AI-focused full-stack engineer shipping high-impact MVPs from London 🇬🇧

LinkedIn Portfolio Email


🚀 About Me

I'm a Computer Science student at UCL (BSc CS 2028) building AI-powered products that actually ship. From Vietnam to the UK, I've been fortunate to work on projects that blend cutting-edge ML with real-world impact.

I'm obsessed with the intersection of speed, intelligence, and user experience—whether that's engineering multi-agent systems with LangGraph, building real-time streaming architectures, training Random Forests on cancer datasets, or automating workflows with Google Apps Script.

Currently: Co-founding The Hack Collective (UK's largest hackathon community, 550+ members), serving as Nexus Labs Officer at UCL AI Society, and always open to collaborations on impactful projects.


🏆 GitHub Trophies

GitHub Trophies


📊 GitHub Stats

GitHub Stats GitHub Streak

Top Languages

Contribution Graph


🛠️ Tech Stack

Languages

Python TypeScript JavaScript R C SQL HTML5

Frontend

React TailwindCSS ReactFlow

Backend & Databases

FastAPI Supabase Convex Firebase Redis Pinecone Docker Deno PostgreSQL

ML & AI

LangGraph OpenAI Perplexity TensorFlow Keras scikit-learn Pandas NumPy

Tools & Platforms

Git GitHub Railway Vercel Google Apps Script ANSYS


🎯 Featured Projects

🏆 1st Place Winner, Lovable Hackathon AI Fact-Checking Platform with deep analysis of any public-facing news article. Multi-stage prompt chain with Perplexity's Sonar Pro analyzing 6+ sources per query.

TypeScript React Supabase

🏆 6th Place Winner, Cursor London Real-time face recognition for Hackathons & Networking Events. Identifies attendees in <5 seconds using Facenet512 and RetinaFace.

Python TensorFlow Convex

Perplexity-powered agent for finding information regarding any real estate property. Built during the Perplexity Hackathon.

React Supabase Perplexity

Built for Mobile AI Hackathon: Cactus X Nothing X Hugging Face.

TypeScript React

Google Apps Script project for a True Attendance Tracker which scrapes all events from your dedicated UCL Calendar and initializes a new sheet with attendance data.

Google Apps Script

R scripts for RF and RBF-SVM for Acute Myeloid Leukemia subtypes multiclass classification using gene expression profiles. Achieved 82% accuracy.

R scikit-learn

Comparative analysis of Bidirectional LSTM and LinearSVC for sentiment classification on ~5k financial news headlines. LinearSVC achieved F1 of 0.74.

Python Keras NLTK


🌱 Currently Learning & Exploring

  • LangGraph Multi-Agent Systems: Building production-ready agentic workflows with parallel execution and shared state orchestration
  • Real-Time Streaming Architectures: Engineering SSE pipelines handling thousands of concurrent connections with sub-100ms latency
  • Financial ML & Quantitative Analysis: Exploring equity research automation and custom financial data visualization
  • Advanced Prompt Engineering: Crafting multi-stage reasoning systems and selective tool invocation patterns
  • Building at UCL: Leading AI research initiatives at Nexus Labs and growing The Hack Collective community

📫 Let's Connect!

I'm always open to collaborating on impactful projects, especially in AI/ML, full-stack development, or anything that pushes boundaries. Feel free to reach out!

LinkedIn Email Portfolio

Profile Views


"From MVPs to PMFs—building AI products that ship fast and scale intelligently."

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  1. dex-face-recognition dex-face-recognition Public

    Real-time face recognition for networking at Hackathons & Networking Events. Built during the Cursor Evening Hackathon.

    TypeScript 4

  2. AML-Subtypes-Classification-ML AML-Subtypes-Classification-ML Public

    R scripts for RF and RBF-SVM for Acute Myeloid Leukemia subtypes multiclass classification using gene expression profiles. LASSO feature selection, SMOTE sampling, 10-fold cross-validation, variabl…

    R 1

  3. grounded-fact-checking grounded-fact-checking Public

    AI Fact-Checking Platform and Deep Analysis of any public-facing news article. Built during the Lovable Hackathon.

    TypeScript 2

  4. homiq-property-search-engine homiq-property-search-engine Public

    Perplexity-powered agent for finding information regarding any real estate property. Built during the Perplexity Hackathon.

    TypeScript

  5. ml-sentiment-analysis ml-sentiment-analysis Public

    Research manuscript exploring a comparative analysis of Bidirectional LSTM and LinearSVC for sentiment classification on ~5k financial news headlines.

    Jupyter Notebook

  6. bulutyazgan/LumedIn bulutyazgan/LumedIn Public

    TypeScript 3