Four projects spanning AI agents, conversational tools, and hands-on full-stack web development.
01 / LLM APPLICATION DEPLOYED
Tutor Chatbot.
Help the student find the next step.
A Socratic tutor for programming concepts. It starts with questions and analogies, then escalates through hints before revealing an explained answer.
Behind the build +
WHAT I BUILT
A FastAPI and Next.js application combining a LangGraph tutoring workflow, PDF retrieval, streamed responses, and Judge0 code execution.
ENGINEERING DECISION
Track the topic, understanding, and misconceptions in explicit state. Choose the next teaching strategy from four hint levels instead of relying on a single prompt.
IN PRACTICE
The example conversation moves from a recursion analogy to executing a factorial program. Uploaded study material supplies additional context through ChromaDB retrieval.
Extract topic → assess understanding → choose strategy → respond. PDF retrieval and code execution provide context when relevant.
Hint levels: analogy → targeted hint → leading question → explained answer.
02 / FULL-STACK WEB APPLICATION
Social Network.
Built by hand, from database to interface.
A Django social networking app I built with Python and JavaScript. Create a profile, share posts, follow other people, and browse a feed shaped by who you follow.
Behind the build +
WHAT I BUILT
Registration and login, editable profiles and profile pictures, post creation and editing, likes, follow relationships, and user search.
HOW IT FITS TOGETHER
Django models represent users, posts, and follow relationships. JSON endpoints connect backend operations to the browser, including post updates and likes.
THE FEED
A public feed shows recent posts, while the following feed filters posts to the accounts a user follows.
A command-line research assistant that discovers arXiv papers, saves metadata and abstracts by topic, and retrieves previously found papers through LLM-selected tools.
Groq LLMMCP client / serverarXiv + JSON storage
Typed tool schemas and asynchronous stdio communication separate the assistant from its research capabilities. Its current scope is metadata and abstracts; full-paper PDF retrieval is future work.
My engineering foundations started with hardware as well as software. For my bachelor’s thesis, I built an Arduino irrigation system with soil-moisture sensing, automatic pump control, and a Bluetooth-connected Android app.
That interest in connected systems now shapes my work with AI: how models retrieve information, use tools, retain state, and turn predictions into something people can use.
Beyond the keyboard
Chess, football, and time in the gym keep me active and challenged. Reading and learning feed the same curiosity that draws me to engineering: there’s always another idea, technology, or language to explore.
Chess
Football & fitness
Reading
New technologies
Languages
M.SC. · 2026–2028 EXPECTED
Artificial Intelligence and Vision Technical University of Cluj-Napoca
Dissertation proposal: multimodal RAG for enterprise knowledge retrieval, combining vision-language models, cross-lingual search, and evaluation.
B.SC. · 2020–2024
Computer Engineering · University of Oradea 240 ECTS · Thesis grade: 9/10
Thesis project: an Arduino-based automatic irrigation system with soil-moisture sensing, pump control, and a Bluetooth-connected Android app.
A SNAPSHOT OF RIGHT NOW
Currently.
Updated
Researching
AI agents for my university studies and dissertation research.
On my nightstand
American Psycho
Currently reading
AI Engineering
Chip Huyen · Currently reading
A favorite
The Daily Stoic
Ryan Holiday
♞
MEET ME AT THE BOARD
Your move.
Always up for a friendly game of chess. Say hello, send a challenge, and let’s play.
Software, infrastructure, and the day-to-day responsibility of keeping operations moving.
Plexus
Software Engineer Intern
JUL–SEP 2022
Built a C#/.NET application and scripts to automate incident, task, and back-office processing. Tuned database applications to improve processing performance.
iNet Corporation
IT Engineer Intern
JUL–SEP 2023
Supported LAN/WAN networking, firewall and network security troubleshooting, and server and desktop systems. Assisted with secure wireless configuration.
Tonirad Trans SRL
Shipment Planner
NOV 2024–FEB 2026
Coordinated international shipments and multi-leg routes, tracked exceptions, and resolved disruptions. Experience managing real operational constraints and communicating across teams.
Additional coursework in web programming (CS50w: Web Programming with Python and JavaScript) and SQL (CS50SQL: Databases). Languages I speak: Hungarian and Romanian (native), English (fluent), German (A2).
04 — MY TOOLBOX
Tools, put to work.
The technologies behind the projects above, grounded in a broader engineering foundation.
