~/edesiri/work

Work I'm proud of.

A few projects that shaped how I build, think, and solve problems.

AI-Generated Image Detection

Researched and implemented deep learning models for detecting AI-generated images, comparing standard CNN-based approaches with residual/high-pass image analysis. Focused on generalisation, robustness, and model performance under image transformations such as JPEG compression.

PyTorch · Computer Vision · CNNs · Model Evaluation

Role

Researcher / ML Engineer

Year

2026

Serverless Observability Tool

Built observability-focused tooling for serverless systems, improving visibility into distributed workflows and helping engineers better understand service behaviour in production environments.

AWS · Lambda · Kinesis · DynamoDB

Role

Software Engineering Intern

Year

2025

Remcruit

Built an employment platform designed to connect job seekers with employers and simplify the recruitment process, with a focus on matching candidates to opportunities.

Python · Django · Employment Platform

Role

Backend / Full-Stack Developer

Year

2024

More experiments soon

Side projects, prototypes, and ideas I'm still shaping will live here as they become real.