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fthanifa/README.md

hi!! i'm fitri ✧˖°.

Computer Science student @ Taylor's University · data science & ai · she/her

I'm detail-oriented in both the technical and the creative. I live at the intersection of numbers, patterns, and making things look pretty: whether that's a well-tuned model, a clean visualisation, or a report that actually makes sense to read. currently deep in the world of machine learning, statistics, and computer vision, and genuinely enjoying it (hehe, can you tell i love numbers, data and the arts!!!!).


˚₊‧꒰ა what i'm working on ৎ੭‧₊˚

  • 🧠 machine learning & intelligent systems — building decision support systems, classification models, deepfake detection, GANs, diffusion models, multimodal ML + learning where each actually belongs
  • 👁️ computer vision & nlp — working on a CNN-based jersey number recognition system using PyTorch: image understanding, spatial & frequency transforms, filtering operations, and NLP pipelines
  • 📊 statistical inference & modelling — spearman correlations, ordinal logistic regression, hypthesis testing (becoming one w the p-value lol)
  • 🎯 big data technologies — Hadoop ecosystem (HDFS, Spark, Spark SQL, MLlib) for large-scale analytics
  • 🌿 internet of things — designing a smart fuel efficiency monitoring system (DriveWise AI!)
  • 📈 data analytics — EDA, feature engineering, preprocessing pipelines + making data tell a story

🛠️ tech stack

Languages
Python R Java JavaScript C C++ VB.NET SQL

Front-End
HTML CSS React JavaFX Figma Streamlit

Back-End & APIs
LangChain RAG MySQL Firebase

AI & Machine Learning
PyTorch scikit-learn XGBoost OpenCV

Data, Visualisation & Big Data
Pandas NumPy Matplotlib Seaborn Looker Studio Jupyter Apache Spark Hadoop

📊 github stats

GitHub Stats Top Languages


💌 connect with me

LinkedIn Email



୨ৎ—🌷 "You are what you love" ── ׁ ୭୧

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  1. AeroHero-RAG-Helpdesk AeroHero-RAG-Helpdesk Public

    A Java-based RAG chatbot with LangChain4j & GPT-4o, designed to integrate airline FAQs, ticketing details, and CRM for intelligent passenger assistance.

    Java

  2. f1-qualifying-race-prediction f1-qualifying-race-prediction Public

    Data mining analysis of F1 qualifying performance as a predictor of race outcomes (2006–2023). Includes Spearman correlation, contingency analysis, OLR, and a novel Team Reliability vs Pace quadran…

    Jupyter Notebook

  3. retail-demand-forecasting-dss retail-demand-forecasting-dss Public

    Machine learning-based Decision Support System for retail demand forecasting using Linear Regression and Random Forest. Built on historical Walmart sales data with time-aware train-test splitting, …

    Jupyter Notebook

  4. OPHIA-AI-Startup-Mentor-Matching-Platform OPHIA-AI-Startup-Mentor-Matching-Platform Public

    Software connecting early-stage founders with the right mentors using AI-driven compatibility matching. Built for GDG KL Build With AI 2026 KL — MyHack in response to the Cradle Fund problem statem…

    Python

  5. AI-Powered-Clinical-Workflow-Intelligence AI-Powered-Clinical-Workflow-Intelligence Public

    Intelligent system that streamlines clinical decision-making and automates healthcare workflows using AI. Built for UM Hackathon 2026 — Domain 1: AI Systems & Agentic Workflow Automation

    Python 1

  6. Ophia-Guard-2030 Ophia-Guard-2030 Public

    Forked from hhkismail/Ophia-Guard-2030

    Built for UTM My AI Hackathon

    TypeScript