CV

About

Google-certified Professional Machine Learning Engineer specializing in LLMs, NLP, and RAG. Experienced in production-grade AI and DevOps, delivering solutions in semantic search, multimodal extraction, real-time voice assistants, and enterprise analytics.

Experience

Data Scientist — MDP Group
Apr 2025 — Present
- Built & deployed a multimodal LLM information extraction system for invoice images (Docker on Azure), outperforming OCR pipelines.
- Designed an MSSQL - ClickHouse ETL and analytics stack, integrated Tabix & Metabase dashboards.
- Shipped a hybrid enterprise search (dense embeddings + lightweight reranking) for relevance & latency.
- Developed an LLM-powered chat assistant with real-time market data and multi-criteria scoring.
- Clustering customer requests, trend analytics, and recommended solutions via LLMs.
AI Engineer — Albert Health
Jul 2023 — Apr 2025
- Led a real-time voice assistant using RASA, OpenAI API, WebSocket on Kubernetes.
- Authored a paper on signal processing of vocal biomarkers for cardiovascular health (ESC 2024).
- Automated BI with BigQuery & Looker Studio, complex SQL for product metrics.
- Built RAG chatbots with Pinecone vector search, managed CI/CD via Jenkins.
- Deployed dockerized Streamlit website app on AWS
- Developed real-time prediction APIs (XGBoost, FastAPI & Postman-tested) for production inference.
Machine Learning Instructor — Google Developers Team — inzva
Aug 2023 — May 2024
- Led an advanced DL study group; mentored Kaggle projects; taught optimizers, NNs, and CNNs.
- Mentored Applied AI Program; wrote hands-on notebooks.
Undergraduate Researcher — Yildiz Technical University
Oct 2023 — Feb 2024
- Implemented ViT-based cell classification (TÜBİTAK 1001); explored mixed-precision & pooling.
Project Intern — FSMVU BETAM
Jul 2022 — Aug 2022
- Contributed to LoRaWAN-based IoT device tracking; planning and hardware setup.

Education

M.Sc., Computer Engineering — Istanbul Technical University
2024
B.Sc., Biomedical Engineering — Yildiz Technical University
2019–2024

Skills

PythonGoC/C++BashPyTorchTensorFlowHugging FaceRAGTransformersVector DBs (Pinecone, Qdrant, FAISS)SQL (MSSQL, PostgreSQL, BigQuery, ClickHouse)Apache AirflowPandasNumPyAWSGCPAzureDockerKubernetesCI/CD (Jenkins, GitHub Actions)Looker StudioMetabaseMatplotlibGitPostmanStreamlitFastAPI

Certificates

Google Cloud - Professional Machine Learning Engineer
TensorFlow Developer Certificate

Assessments

ALES - Quantitative: 90.18/100
TOEFL iBT - Total: 81/120