Portfolio My Portfolio

Explore the projects and experiences that define my work in AI, Full-Stack, and Data Engineering.

Clients Icon Clients I Helped

Companies and startups I've collaborated with to build AI solutions, ship features, and solve complex technical challenges.

Sensay.io

Constructed and maintained their RAG system and solved complex problems including a custom PDF chunking engine. Served as customer support, shipped features fast, and improved their chatbot solution by 63% by fixing their ingestion system. Part of the AI team constructing their new "Better OffBoarding", using agentic AI to interview a leaving employee to gather feedback and insights on their experience, creating a digital replica of the worker to answer questions on their role.

xNovo AI

Built Vantiq, an SEO automation Agentic AI tool tailored to their needs: fetching SEO data on a brand, processing it into clusters of product categories of interest, generating AI insights on trends and actionable recommendations, plus AI-powered seasonality forecasts and market predictions. Among the coolest features, there is semantic expansion, that way the user can understand how AI models expand the brand's name when it is inputted.

AI & ML Icon AI & ML

Models, experiments, and intelligent systems built for tasks like classification, generation, and optimization.

  • AI Architecture for Video Frames Prediction ▸
    Predicting future video frames to enhance and interpolate low-frame-rate video streams. The task involved using LSTM architectures with squeeze-and-excitation modules to enhance performances.
  • Mycenaean Linear B Translator & Infiller ▸
    First automatic translator and restorer for ancient Greek Linear B texts using multiple smaller models. Final translation is done by asking Gemini LLM to pick best reconstruction among options.
  • Federated Learning Client Selection for heterogeneous data ▸
    Research project on optimizing client selection in Federated Learning using Weighted Local Rademacher Complexity and other statistical learning tools.
  • Reinforcement Learning ▸
    Implemented Q-Learning, DQN, and DoubleDQN in Atari environments for comparison of performance and sample efficiency.

Full-Stack & DevOps Icon Full-Stack Development & DevOps

Web apps, APIs, cloud integrations, and deployment pipelines using modern tools and frameworks.

  • Museek - Share your passion ▸
    Blogging website about music built in PHP. Features include comments, likes, trending posts, and user ranking.
  • Discover – Tourism Web App ▸
    Ruby on Rails tourism platform with messaging, maps, Stripe integration, ratings, and personalized accounts.
  • EMOFY Microservice Deployment ▸
    Microservice-based AI feedback system with login, database, inference API, ELK stack, and monitoring tools.
  • Portfolio Website ▸
    This personal portfolio built with Jekyll, HTML/CSS, and fully responsive Apple-style UI.

Data Engineering Icon Data Engineering

Data pipelines, transformation jobs, and analytics projects focused on performance and scalability.