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Areas of Expertise

Software Analytics
  • Open source
  • Code clone detection
  • Programming languages, compilers, interpreters, virtual machines
  • Machine learning for software engineering
  • Analysis at the scale of entire public repositories
Games and 3D Virtual Environments
  • Game engines such as Unreal and Unity3D
  • Game servers
  • Dedicated network protocols
  • Physics and script engines
  • Asset compression
Software Security
  • Application security (buffer overflows, injection, etc.)
  • API vulnerabilities
  • Defensive programming
  • Threat models
  • Fuzz and penetration testing
Artificial Intelligence
  • Statistical machine learning
  • Deep learning
  • Open source frameworks such as Keras, TensorFlow, scipy, numpy, etc.
  • Data preparation, training, labeling, testing
  • Large language models
Internet and the Web
  • Web servers and browsers
  • Server-side languages and frameworks
  • Client-side languages and frameworks
  • Major protocols such as HTTP, TCP/IP, DNS, etc., and P2P protocols
  • Serverless applications
Databases
  • Relational model, database normalization, query optimization
  • Key-value stores
  • Database replication
  • Big data and scalable systems
  • Backups and restores