Skills

Skills & technologies

Five areas

AI · Data · Software · Automation · Delivery

Skill areas

01

AI & Machine Learning

  • Large Language Models (LLMs)
  • Retrieval-Augmented Generation (RAG)
  • AI Agents & Agent Orchestration
  • Fine-tuning
  • Prompt Design & Evaluation
  • Embeddings & Vector Search
  • PyTorch
  • TensorFlow

02

Data Science

  • Python
  • pandas · NumPy
  • SQL
  • Statistics
  • Machine Learning
  • Deep Learning
  • Time-Series Forecasting
  • Apache Spark
  • Apache Kafka

03

Software Engineering

  • FastAPI · Flask
  • REST APIs · Webhooks
  • Docker
  • Git
  • Database Systems
  • Third-party API Integration

04

Automation & AI Platforms

  • n8n
  • Power Automate
  • Copilot Studio

05

Project Delivery

  • Agile & Scrum
  • Requirements Gathering
  • Scoping & Estimation
  • Stakeholder Management
  • Jira · Confluence

Approach

How I work

  1. 01

    Understand the problem

    Before building, I make sure the technical solution addresses the actual business or user need.

  2. 02

    Define how success is measured

    A system should have a measurable outcome before it is optimized.

  3. 03

    Build the baseline first

    Start with a simple, reliable solution before adding unnecessary complexity.

  4. 04

    Keep delivery transparent

    Clear expectations, realistic timelines, and early communication make technical projects easier to deliver.

Day to day

How often I use them

PythonDaily
LLM systemsDaily
SQLWeekly
Delivery managementDaily
n8n & automationWeekly
FrontendOccasional

Bars show how often each one is in hand, not a score out of ten.

Beyond Work

Chess

You are White

An engine, in your browser. No takebacks.

No moves yet.

I play chess for the same reason I like engineering: there is always another position to understand. Take a game if you like.

Rating
1500+ · chess.com
As White
1. e4, 2. Nf3. Nothing clever
Playing since
May 2024

Changing the opponent starts a new game. Ratings are approximate. Engine is Stockfish, GPL-3.0, running in your browser.

Next

See these tools at work in the projects, or get in touch.