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 Brand Horizon, 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.

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.