Welcome to My Portfolio!

Showcasing my journey in Data Science, AI Engineering, and Full Stack Web Development.

About Me

I earned my Bachelor of Science with distinction from the University of Toronto, where I specialized in Statistics and Economics. This strong analytical foundation fuels my passion for developing robust data solutions and intelligent systems.

My current focus is a large-scale database development project using a modern tech stack: Flask, PostgreSQL, Redis, and Celery. The primary goal is to engineer a centralized, single source of truth for client data, replacing disconnected documents with a unified system for all files and information. My recent work also involves building complex multi-agent models.

I continually advance my expertise and recently supplemented my skills with a graduate certificate in A.I. Solutions Development. I am passionate about applying my skills in data science, AI engineering, and web development to solve challenging real-world problems and build efficient, scalable applications.

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Core Abilities:

Flask PostgreSQL Redis Celery Multi-Agent Models Data Engineering Model Fine-Tuning Rag Models

Skills

Data Science

  • Python, SQL
  • Pandas, NumPy
  • Matplotlib, Plotly
  • Scikit-Learn
  • TensorFlow, Keras

AI Engineering

  • NLP (Hugging Face, BERT)
  • LLM Frameworks (LangChain)
  • Finetuning Transformer Models
  • RAG Based Architectures
  • Multi-Agent Systems

Web Developement

  • Flask, Streamlit
  • SQLAlchemy, PostgreSQL
  • Azure, Docker
  • GitHub for CI/CD
  • Render for Hosting

Recent Projects

Heart Disease Prediction

A machine learning project predicting the likelihood of heart disease based on medical data.

Hate Speech Detection

Automated hate speech detection using fine-tuned BERT model, highlighting skills in model tuning with Optuna.

AI Ethics Essay

A framework for ethical AI in financial trading, applying principles of Privacy, Transparency, Fairness, and Accountability.

ClientVault

Secure client-data vault with RBAC, AES-128 encryption & Celery reminders.

Multi-Agent Systems

Planner-solver-critic LLM agents orchestrated via Autogen; significantly improved report generation productivity.

Contact Me

If you'd like to get in touch, feel free to send me a message!