TANER SARP TONAY

Software Engineer at YapıKredi Teknoloji

Worked on Retrieval-Augmented Generation (RAG), Large Language Models and embedding adapters. Worked on aspect-based categorization and large language models with BERT, PyTorch and Huggingface as a part-time software engineer.

Software Engineer at Bopti.ai

Designed anomaly detection models on factory robot telemetry (e.g., collisions, gear backlash) using physics-based (Extended Kalman filtering) and data-driven techniques (neighborhood-based, isolation forest, deep learning methods). Selected, tuned, and validated multiple models under noisy / variable conditions, applying them to real factory robot data with industrial sensors to detect issues.

Software Engineer at YapıKredi Teknoloji

Worked on Retrieval-Augmented Generation (RAG), Large Language Models and embedding adapters. Implemented aspect-based categorization and leveraged BERT, PyTorch and HuggingFace for model development. This role included part-time engagement.

Software Engineer at Bopti.ai

Designed anomaly detection models on factory robot telemetry (e.g., collisions, gear backlash) using physics-based (Extended Kalman filtering) and data-driven techniques (including neighbor-based, isolation forest, and deep learning methods). Selected, tuned, and validated multiple models under noisy/variable conditions, applying them to real factory robot data with industrial sensors to detect issues.

Software Engineer at YapıKredi Teknoloji

RAG, LLMs and embedding adapters; aspect-based categorization; BERT, PyTorch and HuggingFace; part-time software engineering.

Software Engineer at YapıKredi Teknoloji

Worked on RAG, Large Language Models and embedding adapters. Worked on aspect-based categorization and large language models with BERT, PyTorch and Huggingface as a part-time software engineer.

Software Engineering Intern at Deutsche Telekom Services Europe

Full-Stack software engineer intern using Angular, Java Spring Boot and MySQL.

Software Engineering Intern at Deutsche Telekom Services Europe

Full-Stack software engineer intern using Angular, Java Spring Boot and MySQL.

Software Engineer at Somera

Focused on Spring Boot applications and Angular, building APIs for social media services. As an intern, built a Turkish Text Classifier using BERT-based models and deployed the model with FastAPI and React.js.

Software Engineer at Somera

Worked on Spring Boot applications and Angular, building APIs for social media services. As an intern, built a Turkish Text Classifier using BERT-based models and deployed the model with FastAPI and React.js.

Data Science Intern at Jotform

Worked on time series analysis and forecasting of Jotform’s user metrics using ARIMA, Prophet and PyTorch.

Undergraduate Researcher at University of Illinois Urbana-Champaign

Remote research focusing on identifying limitation sentences in medical papers with PubMed-BERT models and other NLP methods under supervision of Dr Halil Kilicoglu and Dr Khanh-Linh Hoang.

Undergraduate Researcher at Middle East Technical University

Worked on a paper with Dr Pınar Karagöz for Underground4Value’s Göreme Study Chapter, where we used NLP, Deep Learning methods and libraries such as BERT and NLTK on social media to analyze the current public view on these historical areas.

Data Science Intern at Jotform

Time series analysis and forecasting of user metrics using ARIMA, Prophet and PyTorch.

Undergraduate Researcher at University of Illinois Urbana-Champaign

Remote project: Found limitation sentences in medical papers using PubMed-BERT models and other NLP methods.