I build practical software that turns business problems, data and manual processes into reliable applications.

I'm a Senior Development Manager with a strong engineering background and a particular interest in hands-on Python development, data analytics, automation, APIs and AI/LLM applications.

• 🐍 Python applications and automation
• 📊 Data analysis and reporting
• 🐼 Pandas-based data processing
• 🗄️ PostgreSQL and SQL solutions
• ⚡ FastAPI REST APIs
• 🔄 Business workflow automation
• 🤖 AI / LLM applications
• 🧪 Automated testing
• 🐳 Docker-based development
• 🔧 CI/CD and engineering tooling

My professional experience is primarily in enterprise software and complex business systems.

That means I approach development from both sides:

Business problem → requirements → architecture → implementation → testing → delivery

I particularly enjoy projects where data, business rules and software engineering come together.

A data-driven insurance underwriting engine using PostgreSQL to represent products, questions, rules and evaluation logic, exposed through a FastAPI service.

Python · FastAPI · PostgreSQL · asyncpg · Docker · pytest

An end-to-end ML pipeline that spots insurance policies likely to cancel from payment behavior alone, explains the "why" with SHAP, suggests a retention action per policy and delivers it all as a ready-to-open Excel report.

Python · scikit-learn · SHAP · Pandas · PostgreSQL · Docker · pytest

An end-to-end platform that generates synthetic Canadian insurance data, validates it, loads it into PostgreSQL and answers the questions a claims team actually asks (loss ratio by product, processing speed, fraud signals, workload per adjudicator), delivered as an Excel report with charts.

Python · PostgreSQL · SQLAlchemy · Pandas · pandera · XlsxWriter · Docker · pytest

An AI/NLP-oriented assistant designed to help people understand insurance terminology through conversational explanations, examples and quizzes.

Python · spaCy · RapidFuzz · FastAPI · NLP

A FastAPI microservice that retrieves invoice data from PostgreSQL, renders HTML templates and generates PDF documents.

Python · FastAPI · PostgreSQL · Jinja2 · Docker

A Python data-analysis application that retrieves market data and transforms portfolio holdings into performance and analytical metrics.

Python · Pandas · NumPy · yfinance

Languages

Python · SQL · JavaScript

Backend

FastAPI · REST APIs · Uvicorn

Data

PostgreSQL · Pandas · NumPy

AI / NLP

LLM applications · spaCy · RapidFuzz

Engineering

Docker · GitHub Actions · pytest · CI/CD

I'm continuing to deepen my hands-on work in:

• AI / LLM engineering
• Data analytics
• Python automation
• Modern backend architecture
• Practical AI applications

LinkedIn · Portfolio

Building software is more interesting when you understand the problem you're trying to solve.