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florykhan/README.md
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Hello, I'm Ilian 👋
CS @ SFU · ML & Data · Building end-to-end pipelines

Computer Science at Simon Fraser University · into ML systems, data pipelines, and data products — from training and evaluation to dashboards and deployed apps.


Portfolio LinkedIn Email Resume

Current focus

  • ML pipelines & evaluation — End-to-end training, validation, metrics (ROC AUC, calibration, feature importance).
  • Data dashboards & BI — SQL, Python, Tableau for analysis and reporting.
  • ML systems & products — Deploying models, APIs, maps, voice apps. Open to internships in Data / ML / SWE.

Featured projects

ML & data pipelines

Project Description Tech
graduate-underemployment-prediction ML pipeline for graduate underemployment with interpretable models and evaluation. Python CatBoost scikit-learn ROC AUC
house-price-ml-v2 House price prediction: feature engineering, OLS/Ridge/Lasso, custom gradient descent, cross-validation. Python scikit-learn pandas NumPy

Data analytics & BI

Project Description Tech
airbnb-market-analysis Vancouver Airbnb market: cleaning, SQL, Python, Tableau visualizations. SQL Python Tableau pandas

ML & product apps

Project Description Tech
TelusGuardAI AI-powered network impact analyzer with geospatial map and LLM-backed insights. React Leaflet Flask LLM
GymWhisper Voice-powered workout tracker: Web Speech API + LLM to structure and log workouts. React Web Speech API LLM

Web & personal

Project Description Tech
florykhan.github.io Portfolio built from scratch — vanilla HTML, CSS, JavaScript. HTML CSS JavaScript

Tech stack

Languages
Python SQL JavaScript

ML & data
scikit-learn pandas NumPy CatBoost Jupyter

Web & tools
React Flask Leaflet Tableau Git

Stats

GitHub streak

Activity

GitHub contribution graph

Let's connect

Reach out for collaboration, internships, or just to say hi.

Portfolio · LinkedIn · Email · Resume (PDF)

Last updated: Feb 2026

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  1. TelusGuardAI TelusGuardAI Public

    AI-powered network impact analyzer. Natural-language queries → multi-agent pipeline → geospatial impact + interactive Leaflet map. Flask + React.

    JavaScript

  2. customer-churn-dashboard customer-churn-dashboard Public

    End-to-end analytics pipeline (SQL → R → Tableau) for telco customer churn: KPIs, segment breakdowns, and revenue at risk.

    R

  3. graduate-underemployment-prediction graduate-underemployment-prediction Public

    End-to-end ML pipeline for predicting graduate underemployment from NGS 2020 survey data, including EDA, feature engineering, categorical-aware modeling with CatBoost, and ROC AUC validation.

    Jupyter Notebook

  4. airbnb-market-analysis airbnb-market-analysis Public

    End-to-end data analysis of Vancouver Airbnb listings using SQL, Python, and Tableau dashboards.

    Jupyter Notebook

  5. house-price-ml-v2 house-price-ml-v2 Public

    End-to-end ML pipeline for California house price prediction. Features engineered data, OLS/Ridge/Lasso models, custom Gradient Descent, cross-validation, hyperparameter tuning, and a full training…

    Jupyter Notebook

  6. GymWhisper GymWhisper Public

    Hands-free workout logging with voice + AI. React app using speech recognition and Google Gemini to turn spoken workouts into structured data.

    JavaScript