Below is a sample of recent projects developed by Koç University’s faculty members in partnership with industry affiliates in the fields of AI, Machine Learning and related applied research topics.
HEALTH AND PHARMACEUTICALS
ARVEN
Drug design
DEFENSE AND SECURITY
ASELSAN
Decision support systems,
security, surveillance, target
recognition, detection and tracking,
natural language processing, UAVs
ROKETSAN
Defense applications
ARGELA
Conflict analysis over SDNs,
Estimation from user analytics
MANIFACTURING
KOÇSİSTEM
HPC, Big Data
processing, machine learning
FORD
Autonomous driving,
prognostics
AEROSPACE
TAI
Aerospace applications
RETAIL SERVICES
HEPSİBURADA
Customer behavior
modeling, search engines
CONSUMER ELECTRONICS
İDEA
NLP and search engines
HUAWEI
NLP
BANKING, FINANCE AND FINTECH
KARE PORTFÖY
Financial data profiling
KOÇFİNANS
Credit portfolio analysis
İŞ BANKASI
Intelligent interaction,
robotics, anomaly detection, software
development
TEKKREDİ
E-finance, credit scoring
YAPIKREDİ TEKNOLOJİ
Big data processing, machine learning, NLP
QNB FİNANSBANK
Credit risk
assessment, audio and video
analysis
INFRASTRUCTURE/ENERGY/TELECOM
TURKCELL
Customer modeling, speech
recognition, big data analysis
TÜRK TELEKOM
Cloud storage,
machine learning, privacy preserving
big data analysis
TÜPRAŞ
Big data analysis, energy,
emissions, occupational safety,
maintenance optimization
LOSTAR
Security and confidentiality
applications
LOGO
Security and confidentiality
applications
NLP
MİLETOS
Document processing
KANUNUM
Legal research