Burak Menteşoğlu

senior thesis

CSI & Battery-Free Biosensor AI

Non-invasive breath acetone detection via ESP32 & deep learning

hardware + ai ↩ back

Non-Invasive Diabetes Detection

Acquired real-time breath acetone data using ESP32 microcontrollers and battery-free RFID biosensor tags; filtered high-dimensional Wi-Fi CSI streams in Python & trained PyTorch models.

Python PyTorch ESP32 Wi-Fi CSI RFID

50k+ records

Cls-Fellow & Reg-Fellow Attention

Self-attention predictive modeling on 50K+ academic career graphs

deep learning ↩ back

Academic Career Determinants

Engineered modular Python ETL and evaluation pipelines across 50,000+ structured records, validating self-attention architectures (Cls-Fellow & Reg-Fellow) for quantitative forecasting.

Python PyTorch Scikit-learn Pandas Self-Attention

1m+ streams

NLP Sentiment & Quant Backtester

1M+ social streams fused with historical market time-series

nlp + time-series ↩ back

Crypto Sentiment Strategy

Built an automated NLP text extraction pipeline in Python across 1M+ social streams and integrated sentiment polarity indices with MATLAB & Python rule-based trading strategies.

Python MATLAB NLP Time-Series ETL

digital design

RISC-V Core & FPGA Verification

RTL synthesis, timing analysis & board verification at TÜBİTAK

semiconductor ↩ back

RISC-V Datapath & Control

Modeled core processor data-path and control units in Verilog & SystemVerilog, analyzing timing closure and verifying hardware logic modules on physical FPGA boards.

Verilog SystemVerilog RISC-V FPGA Git