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laineq/README.md


About Me

I am a Master's student in Big Data at Simon Fraser University with interests in data engineering, machine learning, and applied AI.

I enjoy building practical systems that turn real-world data into structured insights and decision-support tools.


⚙️ Tech Stack

Python    SQL    Docker    AWS


🚀 Selected Projects

🔹 DataWings
Bird migration analytics platform integrating climate factors through scalable data pipelines.

🔹 Resume–Job Matcher
Semantic matching workflow that ranks job postings using embeddings and cosine similarity.

🔹 Human Gait Symmetry Analysis
Data analysis project exploring gait symmetry metrics using Python and statistical methods.


🧠 Currently Working On

🔸 RAG Chatbot RAG-based chatbot implementing document embeddings and vector similarity search to generate context-aware LLM responses.

🔸 Grocery Price Prediction (repo coming soon)
Time-series forecasting workflow for grocery price trends.

🔸 Cloud Deployment Performance Study – Microservices E-commerce (repo coming soon)
Experimental microservices system (Python, FastAPI, MySQL) comparing VM, container, and serverless deployments on Google Cloud to evaluate latency and performance.


🎮 Fun Section

Pinned Loading

  1. DataWings DataWings Public

    Python

  2. Human-Gait-Symmetry--Python-Data-Analysis Human-Gait-Symmetry--Python-Data-Analysis Public

    Python

  3. resume-job-matcher resume-job-matcher Public

    Jupyter Notebook

  4. Stadium-Events-Management---PHP-Login-System Stadium-Events-Management---PHP-Login-System Public

    PHP