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ilies harrache

Computer Science Student

About

I build things with data that reveal what's actually happening, not what we're told is happening. I am a CS student that is drawn to problems where I can spot patterns others miss, whether that's in market behavior, system performance, or data that doesn't add up. I don't like follow templates. I trade the Nasdaq with my own money because real problems have real consequences.

Work Experience

  • Apr 2025 – Aug 2025

    IoT Intern – NexFlux Solutions

    Built a real-time location tracking system from scratch. The hard part wasn't the Flutter app or setting up MongoDB it was getting accurate position data when bluetooth signals bounce off walls. Ended up writing custom algorithms that could predict where someone was going next.

    ASP.NET Core • Flutter • MongoDB • Data Processing • Geospatial Analytics • Real-time Systems

  • Aug 2024 – Jan 2025

    Teaching Assistant – Institut Grasset

    Led weekly Java tutorials for over 30 students and mentored 12 students, boosting their grades from 60% to over 80%.

    Java • OOP • Eclipse • SQLite

  • Jan 2022 - Apr 2022

    Software Engineer Intern – Conex Prog

    Joined a team working on build systems that were painfully slow. Spent most of my time figuring out why Python compilation took forever and how to make it faster. Turns out distribution was key.

    Python • Data Analysis • Performance Optimization • CI/CD • Agile • Distributed Systems

Projects

  • project1

    Quantitative Trading System

    Developed quantitative trading algorithms and actually put real money behind them. Built momentum detection systems for Nasdaq futures and managed to stay profitable through 12 different market conditions. The math was complex but the results speak for themselves (+5k in profits so far).

    Python • Quantitative Analysis • Algorithmic Trading • Financial Mathematics

  • project1

    FreeScribe

    AI-based audio editor for recording, transcribing, and translating audio into multiple languages. Uses Whisper pre-trained model for automatic speech recognition (ASR) trained on 680k hours of labeled data.

    NLP • ReactJS • JavaScript Workers • Whisper AI

  • project1

    URL Question & Answer Bot

    Web application that scrapes URL content and creates embeddings stored in Pinecone vector database. Users can interact via chat interface to get answers based on scraped content using LLM technology.

    LLM • Flask • ReactJS • Vector Search • Pinecone

  • project1

    Clipboard Manager

    Cross-platform Python application that stores the last 9 copied items with custom shortcuts (Ctrl+L+1-9). Features automatic startup configuration for Windows, macOS, and Linux systems.

    Python • Threading • Cross-platform • System Integration