I’m an AI Engineer focused on building intelligent systems that solve real-world problems — AI agents, multimodal applications, and production ML pipelines.

I hold a Master of Data Science from UBC and a BSc in Computer Science from AIUB (CGPA: 3.91/4.0). I’ve co-founded a software company, built AI-powered products, and published research in machine learning.

Currently, I’m a Data Analyst at BC Rapid Transit Company where I build data pipelines and prototype AI solutions for maintenance operations. On the side, I’m building Pennymize, an AI-powered personal finance SaaS.

What I Build

  • AI Agents & LLM Applications — RAG pipelines, multimodal agents, prompt engineering, tool-use systems
  • Machine Learning Systems — Classification, clustering, forecasting, model deployment, MLOps
  • Cloud Infrastructure — GCP (Vertex AI, BigQuery, Cloud Functions), AWS (S3, Lambda), Docker, CI/CD
  • Data Engineering — ETL pipelines, feature engineering, data modeling, PostgreSQL

Experience

BC Rapid Transit Company — Data Analyst

Dec 2024 - Present | Burnaby, BC

  • Building Python data pipelines integrating SQL and maintenance databases for asset reliability analysis
  • Developing dashboards and KPI tracking for maintenance planning across operations teams
  • Implementing Microsoft Fabric for analytics engineering workflows
  • Prototyping a multimodal AI agent for maintenance diagnostics using computer vision and natural language

Pennymize — Founder & AI Developer

Aug 2024 - Present | Vancouver, BC

  • Building a personal finance SaaS for Canadian users with AI-driven expense categorization and investment optimization
  • Developing backend architecture (PostgreSQL, Django, React) with ML models for budget forecasting
  • Designing RAG-based recommendation system for contextual financial advice

Statistics Canada — Data Scientist (Capstone)

Apr 2023 - Jul 2023 | Ottawa, ON

  • Implemented clustering algorithms (K-means, hierarchical) to segment the Proximity Measure Database for urban planning
  • Conducted data profiling, exploration, and outlier detection in R
  • Delivered actionable insights through cluster profiling for urban development policy recommendations

Softology IT — Co-Founder

Sep 2021 - Aug 2022 | Dhaka, Bangladesh

  • Co-founded a software development firm delivering Android apps, e-commerce solutions, and UI/UX design
  • Managed end-to-end project delivery across multiple concurrent client engagements

Education

University of British Columbia — Master of Data Science (Sep 2022 - Jun 2023)

American International University-Bangladesh — BSc in Computer Science & Engineering, CGPA: 3.91/4.0 (Jan 2018 - Sep 2021)

Certifications

Skills

Languages: Python, R, SQL, Bash

AI & ML: LLM Integration, AI Agents, RAG, Prompt Engineering, Classification, Clustering, Forecasting, NLP, Computer Vision, Model Deployment

Frameworks: TensorFlow, PyTorch, Scikit-learn, Pandas, NumPy, Django

Cloud & DevOps: GCP (Vertex AI, Cloud Functions, BigQuery), AWS (S3, Lambda), Docker, GitHub Actions

Data: PostgreSQL, Microsoft Fabric, Apache Beam, ETL Pipelines, Feature Engineering

Visualization: Power BI, Tableau, Plotly, Dash