ZSÓFIA NÉMETH
Data Scientist & Software Engineer
Budapest, Hungary
Email: nemethzsofia442@gmail.com
LinkedIn: https://www.linkedin.com/in/zsofia-nemeth442/

================================================================
EXPERIENCE
================================================================
Data Scientist | Forward College
Nov 2023 — Present | Budapest, Hungary
* Progressed from Data Science Intern to Data Scientist at Forward College, engineering production AI systems for approximately 500 university users. Built a multi-model RAG workspace using OpenAI, Anthropic, and Gemini
* a multilingual tax-return analysis pipeline combining Google Document AI OCR with deterministic GPT normalisation
* and speech-to-text research tools. Delivered secure, auditable data workflows with Supabase and Cloud Run, including source provenance, usage analytics, and privacy-aware processing.
----------------------------------------------------------------

================================================================
RESEARCH & PUBLICATIONS
================================================================
ELTE Research Group with Harvard Medical School
Ongoing research
----------------------------------------------------------------
Medical Image Recognition in Data Scarce Environments via Transformer-Based Synthetic Augmentation
Ongoing research
----------------------------------------------------------------
Systematic Review: Emerging Generative AI & Deep Classifiers in Medical Imaging
Ongoing research
----------------------------------------------------------------
Use of Language in Dove’s Real Beauty Campaign
Published | Lélektan és Hanviselés folyóirat | 2022
----------------------------------------------------------------
Capacitor Calculation in a Three-Phase Electronic Circuit with the Help of Complex Numbers
Published | Mesterséges Intelligencia folyóirat | 2022
----------------------------------------------------------------

================================================================
EDUCATION
================================================================
Data Science in Business | Corvinus University of Budapest
Sep 2026 — Expected 2028 | Budapest, Hungary
* Data Science in Business degree continuing LSE studies, alongside NTP scholarship research on machine-learning image recognition in data-scarce environments.
----------------------------------------------------------------
BASc Computer Science | Eötvös Loránd University (ELTE)
Sep 2024 — Expected 2027 | Budapest, Hungary
* BASc Computer Science studies focused on object-oriented design, systems programming, and Java/C# applications; complemented by Erasmus coursework at Universidad Complutense de Madrid and the University of Primorska in databases, networks, machine learning, data programming, and augmented reality.
----------------------------------------------------------------
BSc Data Science and Business Analytics | The London School of Economics and Political Science (LSE), via Forward College
Sep 2022 — Jun 2025 | Lisbon, Portugal
* BSc Data Science and Business Analytics combining quantitative and business training with applied work on AI platforms, research tooling, and data pipelines.
----------------------------------------------------------------

================================================================
SKILLS
================================================================
Python | TypeScript | SQL / PostgreSQL | React | Supabase | RAG & LLM orchestration (OpenAI, Anthropic, Gemini) | Vector databases (Pinecone) | Google Cloud (Cloud Run, Document AI, Speech-to-Text) | pandas & R (tidyverse) | Docker | HubSpot CRM automation | C | C#

Languages: Hungarian - native; English - full professional; German - limited working; Portuguese - elementary; French - elementary; Spanish - elementary