i'm a full stack developer with around 1 year of internship experience at genesys. i create utility-based apps that solve real problems.
computer science graduate from eötvös loránd university (elte), hungary in 2025. specializing in machine learning, ai, and privacy-preserving local llm applications. experienced in building scalable apis, android/kotlin apps, and chrome extensions. passionate about creating practical solutions that generate value.
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%@@@@
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%@%%#######%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%@@@@
%%%%%%%%%%%%%%@@%%%%%%@@@@@@@@@%#+=-:::::--==+++%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%####
++++++++++++++++++++++++*****++-..........:::..:-+*###########################****
============================-. .....:-==++***+-.:--:-============================+
:::::--:::::-=***=----------... .-=+**####%%%%+::-::-=-------==-========**+*#*+==
.. .:+##+:... . . .. :=++***#########+:::..:. ... ......-+**#%#-::
. .::. ....:-+**-....... .. .-==++*****#####*+-....:.......... .....:-=++*%*:::
.....::. ...::-+*+=:..... .. :::::::-==-::--+*+. .................:--==+*%#=-=
.....:-.....::-+**=-..... . .::::::::-:-:::----- .................::--==+*@%###
.....:-:....:--+*++-..... . .:-==--=-=%*===-=+=*=--:...............:::--==+****##
-----==:...::--+***+=====: .-=+++===*#%*+***#*%*=*-:::::.........:::---=+++=====
++====-:...::--+**+++++++=. :====+=-:--=*+++***+=+::::::::::::..::::---==++=====
::::::....:::--+*+=:::::::. .:-==--:..:-++++++=-+-:::::::::::::::::----==++=====
:::::::...:::--+*+=--------:. .:=:::-====-:++-:.:-::::::::::::::::::----==++=====
-:::::::..:::--+*+=----------: .::-:::-=+-=:..:-------:::::::::::::----==++=====
--::::::..:::--+**=----------:. ......::::..:=---------:::::::::::----==++=====
---:::::.::::--+**=-----------.. .....:...:==:----------:::::::::----==++=====
---:::::..:::--+**=---------::.. ..::-+=--------:::::::::::::---=+++=+++
-----::::::::--+**+=======-:.:.. ...:::=+-====+=+++===============+*******
++++++++++++++++***+++=--:::.... ....::--=-==-:=**++*********++++++++++++++
+++++++++++++++++===--::-::::.. ....:::--=++==::++==+++*+++++++++=++======
+++++++++++++==--=====-----:::..... ....::---======::++====+***+=+++=++=======
******+*+=======::-=-----::::::..::::::::---------=-==--:=---===++**+++++++++++=++
+++*****=----::-=:.-=-::--:::--::.:---------::------==-:------====++*+++++++++++++
+++*++*=------:::-::---::---::--::.:----::::--------=--:---:-----==++*++++++++++++
-+*****=------::.:-.:---::---::--::.:-----:---------=--::-::-::--===+*##*****#****
-+***+*=:--::::::..::-::-::---::--:..:----::-----------:::.::::---==++#%%%%%%%%%%%
-*%%%#%+::::::::::...::.::::---::-::.:---::::::----::::::....::::--==+#@@%%%%%%%%%
-#%%%@@#::::::::..:. .:..:::::::.::::::--::::::::::::::.:....:::----=+*###########
-#%%%%%#-:::::::::::. :...:::::::::..::-:..:::::::::::... .:::-----==+*+*******+**
+###****-:::--::::---:.. ....::::.:..::::..:::::::::::. :+=*=---=====+****++*++***
****++**---------------. ...........::::............. :+++#*---=====++****#**++++
**++++*+---------------- . .... ....:-:............-+*==+=----====++*#*********
+++**+++----------------. .. .....:::........ .-=++++:------===++*+*+++***+
+***++++-::-------------. ......::........ .:-=-=*---------==+******###*
++++*+**-:::::----------. ........::.. ... :::-==-:---========+**###****
++******=::::::::---::--=++++*++=====-------:.:.....----==-----::---====+**##***#*
****+++*+::::::---::----=++####=:::------==--======-=------:--:::::-:=+=*#####****
+**+++*+*=::::::.:::::-----===-.....:::::-:-:---------------:-::::-:=-++***##*****
/\
/ \
/\ \
/ \
/ ,, \
/ | | -\
/_-'' ''-_\software engineer intern
genesys
achieved 100% code coverage in journey management. resolved 20+ bugs across angular and vue codebases.
qa automation engineer intern
genesys
automated end-to-end testing with playwright and cypress. maintained fedramp compliance standards.
teaching assistant
eötvös loránd university
mentored 20+ first-year computer science students through coding fundamentals and career guidance.
mereader: offline, privacy-preserving, progress-aware ai reading assistant
first author
this paper introduces mereader, an offline, privacy-preserving, and progress-aware ai companion for reading on consumer-grade computers. unlike systems that process entire books and risk revealing future content, mereader confines both retrieval and generation to the reader's current position in the text. the system integrates epub parsing, a hybrid retrieval stack (vector similarity, bm25, summary embeddings, and query expansion). we evaluate across three novels with 600 items (300 comprehension queries; 300 spoiler checks) using bertscore precision, recall, f1, and the llm-as-judge rubric (contextual fidelity, relevance, helpfulness, coherence, instruction following). results show a clear quality-latency frontier: mid-size models (like gemma3n:e4b, llama3.1:8b) achieve f1 ≈ 0.74-0.75 at ≈ 30s per item, while deepseek-r1:1.5b provides a low-latency alternative (≈ 15-20s, f1 ≈ 0.69-0.70). performance remains stable even with 1-2 evidence passages, showing efficient and non-redundant retrieval. the spoiler prevention system prevents future text leakages while staying relevant to the query, aligning quantitative metrics with higher judged coherence and fidelity.
privacy-preserving ai reading assistant with progress-aware retrieval