Applied AI Engineer

Applied AI systems built to be inspected, run, and trusted.

I build Python, FastAPI, automation, reporting, and ML workflow projects with the proof hiring teams need: clear scope, runnable code, tests, screenshots, and reviewable outputs.

View project library GitHub profile CV

Python/FastAPI implementation work

Data pipelines and reporting outputs

Optional AI layers with deterministic fallbacks

Tests, docs, screenshots, and public-readiness notes

Interactive review mode

Choose how a reviewer enters the portfolio.

The interaction changes the evidence path instead of only changing colors. It is designed for fast hiring review: scan, inspect, verify.

Recruiter scan

Fast path to fit, proof, and contact.

Start with the public repos, check the case-study summaries, then open the CV package. The site keeps private-ready work labeled so there is no overclaiming.

Public GitHub repos

Project pages

CV package

Contact path

Review projects GitHub CV

Evidence map

7 public / 1 private-ready

Agentic Trading Research Lab

Python / CLI

private

CaseForge Studio

Python / CLI

repo

Job Market Intelligence Pipeline

Python / Typer

repo

AI Workflow Automation Assistant

FastAPI / Pydantic

repo

LinkedIn Ads Daily Check

Python / CSV

repo

ViT Pet Classification Pipeline

PyTorch / Transformers

repo

FlowCore Master

Bash / Oracle SQL

repo

AI Nutritionist

Python / Streamlit

repo

About

Practical AI implementation with evidence a reviewer can actually inspect.

AI and software engineering graduate with a BSc in AI & Computer Science and an MSc in AI & Business Strategy. My work focuses on turning messy operational inputs into tested, documented systems: FastAPI services, Python CLIs, reporting pipelines, local-first assistants, optional OpenAI layers, and ML inference demos with deterministic baselines, public-ready documentation, and clear validation.

Automation

Data/reporting

ML delivery

Projects

A curated library of implementation work.

Public repos, private-ready projects, and planned releases are separated clearly. Hiring reviewers can open the case study first, then jump to GitHub or download a ZIP where the repo is intentionally public.

Public repos

7

ZIP downloads

6

Project pages

8

Private-ready

1

Project explorer

Risk-controlled research system

Agentic Trading Research Lab

Risk-controlled research system

Agentic Trading Research Lab

Private

Private paper-trading research lab with deterministic risk gates, offline fixtures, strategy comparison, walk-forward reports, audit logs, and a static dashboard.

PythonCLIpytestDockerSQLiteBacktesting

Review proof

pytest suite

paper-only safety audit

release smoke script

Case study

Risk-controlled research system

Agentic Trading Research Lab

Risk-controlled research system

Agentic Trading Research Lab

Private

Private paper-trading research lab with deterministic risk gates, offline fixtures, strategy comparison, walk-forward reports, audit logs, and a static dashboard.

pytest suite

paper-only safety audit

release smoke script

PythonCLIpytestDockerSQLite

Case study

Reporting utility

LinkedIn Ads Daily Check

Reporting utility

LinkedIn Ads Daily Check

Public

Compact Python utility that turns LinkedIn Ads exports into KPI, pacing, campaign-priority, HTML, JSON, and Markdown reports.

unittest suite

Sample report outputs

Public GitHub repo

PythonCSVHTML reportsJSONMarkdown

Case study Repo ZIP

Local-first workflow automationPublic

Intake

AI/mock

Review

request validated

decision drafted

review required

Local-first workflow automation

AI Workflow Automation Assistant

Public

FastAPI workflow app for operations intake triage, structured AI/mock decisions, SQLite persistence, and review queue preparation.

pytest suite

ruff

GitHub Actions CI

FastAPIPydanticSQLAlchemySQLiteOpenAI optional

Case study Repo ZIP

Implementation blueprint generatorPublic

Plan

Architect

Evaluate

Implementation dossier

Implementation blueprint generator

CaseForge Studio

Public

Turns rough product ideas into implementation-ready blueprints with a deterministic pipeline, CLI, local web app, saved runs, comparison views, and optional OpenAI refinement.

Unit test suite

Build workflow

Release checklist

PythonCLIHTTP APIlocal web UIunittest

Case study Repo ZIP

Data pipeline and reporting

Job Market Intelligence Pipeline

Data pipeline and reporting

Job Market Intelligence Pipeline

Public

ATS-backed job market pipeline for Greenhouse/Lever data collection, validation, enrichment, DuckDB history, delta reports, and fixture-backed demos.

24 pytest tests

GitHub Actions CI

Package build

PythonTyperDuckDBPandasBeautifulSoup

Case study Repo ZIP

Computer vision delivery path

ViT Pet Classification Pipeline

Computer vision delivery path

ViT Pet Classification Pipeline

Public

End-to-end ViT cats-vs-dogs ML project with training/evaluation scripts, FastAPI inference, CLI prediction, and optional Streamlit UI.

5 pytest tests

GitHub Actions CI

REPORT.md

PyTorchTransformersHugging FaceFastAPIStreamlit

Case study Repo ZIP

Risk-controlled research system

Agentic Trading Research Lab

Risk-controlled research system

Agentic Trading Research Lab

Private

Private paper-trading research lab with deterministic risk gates, offline fixtures, strategy comparison, walk-forward reports, audit logs, and a static dashboard.

pytest suite

paper-only safety audit

release smoke script

PythonCLIpytestDockerSQLite

Case study

Reporting utility

LinkedIn Ads Daily Check

Reporting utility

LinkedIn Ads Daily Check

Public

Compact Python utility that turns LinkedIn Ads exports into KPI, pacing, campaign-priority, HTML, JSON, and Markdown reports.

unittest suite

Sample report outputs

Public GitHub repo

PythonCSVHTML reportsJSONMarkdown

Case study Repo ZIP

Local-first workflow automationPublic

Intake

AI/mock

Review

request validated

decision drafted

review required

Local-first workflow automation

AI Workflow Automation Assistant

Public

FastAPI workflow app for operations intake triage, structured AI/mock decisions, SQLite persistence, and review queue preparation.

pytest suite

ruff

GitHub Actions CI

FastAPIPydanticSQLAlchemySQLiteOpenAI optional

Case study Repo ZIP

Implementation blueprint generatorPublic

Plan

Architect

Evaluate

Implementation dossier

Implementation blueprint generator

CaseForge Studio

Public

Turns rough product ideas into implementation-ready blueprints with a deterministic pipeline, CLI, local web app, saved runs, comparison views, and optional OpenAI refinement.

Unit test suite

Build workflow

Release checklist

PythonCLIHTTP APIlocal web UIunittest

Case study Repo ZIP

Data pipeline and reporting

Job Market Intelligence Pipeline

Data pipeline and reporting

Job Market Intelligence Pipeline

Public

ATS-backed job market pipeline for Greenhouse/Lever data collection, validation, enrichment, DuckDB history, delta reports, and fixture-backed demos.

24 pytest tests

GitHub Actions CI

Package build

PythonTyperDuckDBPandasBeautifulSoup

Case study Repo ZIP

Computer vision delivery path

ViT Pet Classification Pipeline

Computer vision delivery path

ViT Pet Classification Pipeline

Public

End-to-end ViT cats-vs-dogs ML project with training/evaluation scripts, FastAPI inference, CLI prediction, and optional Streamlit UI.

5 pytest tests

GitHub Actions CI

REPORT.md

PyTorchTransformersHugging FaceFastAPIStreamlit

Case study Repo ZIP

Additional project pages

Supporting work shown with clear scope, repo status, and review notes.

Warehouse commissioning simulationReference

Inbound locate

Warehouse commissioning simulation

Reference

FlowCore Master

Small-scale warehouse commissioning simulation covering inbound flow, inventory checks, Bash scripts, configuration, SQL/PLSQL, C++, and CSV evidence.

Neural nutrition recommender

AI Nutritionist

Neural nutrition recommender

Public

AI Nutritionist

Interactive nutrition planner with expanded USDA/FNDDS data, a curated Mediterranean/Greek extension, a deterministic neural MLP ranker, daily and weekly planning, vegan/vegetarian/keto-style modes, body-fat-aware targets, Streamlit and CLI surfaces, and BMI/age evaluation.

Skills

The stack behind the projects

Grouped around the work I want the portfolio to demonstrate: applied AI implementation, backend systems, data pipelines, ML demos, and delivery quality.

Capability map

Applied AI

structured outputs

agent role boundaries

provider abstraction

optional OpenAI layers

prompt contracts

human review workflows

deterministic fallbacks

selected_capability = "applied ai"

output: structured outputs + agent role boundaries + provider abstraction + optional OpenAI layers

CV package

Education, credentials, and CV links

The CV section is kept as a concise proof block: formal AI education, relevant bootcamp training, downloadable CVs, and credentials that support the portfolio projects.

English CV Greek CV

English and Greek CVs

Bootcamp certificate

BSc + MSc AI background

Junior Software Commissioning Engineer Bootcamp

Code.Hub / LAS Solutions

Bash, Oracle SQL/PLSQL, C++, Docker and warehouse-process simulation work.

Certificate

MSc Artificial Intelligence & Business Strategy

Aston University

AI, machine learning, strategy, entrepreneurship, and decision-making.

BSc Artificial Intelligence & Computer Science

University of Birmingham

AI, algorithms, Java, C/C++, computer vision, security, networks, and CS foundations.

English C2

University of Michigan

Professional English working proficiency.

Contact

Open to AI implementation and backend/data roles.

Best fit: practical AI workflows, automation, reporting, data pipelines, and software systems where the output needs to be understandable and testable.

GitHub Email