Andrei Radulescu-Banu's Linkedin Analytics

Hands-on software architect - machine learning, digital health, robotics, self-driving cars, embedded systems, kernel programming, high frequency trading infrastructure, network protocols. 20+ years of software engineering experience through all product stages: customer facing requirements, project management, release delivery, software & hardware & cloud architecture, hands-on implementation, test automation, product documentation and support. + Formulate customer and system requirements + Project feasibility, design, coordination + Architect for portability, ease of QA, deployment and support + Implementation, release process Web: + https://bitdribble.github.io/ Technical skills: + PyTorch, MLSys, Datasets + Cloud Architecture: AWS, GCP, Azure. Infrastructure as code, Terraform. + AI frameworks: Databricks, John Snow Labs, Sagemaker + Robot OS (ROS), distributed systems, pub/sub + Perception, planning, simulation, data recording + High performance computing, multi-core, multi-thread + Real time, safety critical design + Python/C++ integration frameworks + Time synchronization: 1588, NTP, GPS, CDMA + HFT: Market Access Gateways, market protocols, pub/sub infrastructure, high frequency trading + Containers, Virtualization + Server & Embedded Linux top-down design + Driver and kernel programming (Linux, OSE) + TCP/IP stacks, network drivers, socket programming, routing protocols + Linux, Windows, OSE RTOS system programming + Database programming: Mysql, Postgres, InfluxDB, Oracle + Network management: Netconf, RESTConf, SNMP + VoIP protocols: SIP, MGCP, H.323 + CLI design and implementation + Set up build environments, compilers and debuggers, makefiles, source control, pipelines Math: + Cofibrations in Homotopy Theory (https://arxiv.org/abs/math/0610009) (2006) + Cofibrance and Completion (https://arxiv.org/abs/math/0612203) (1999)