Accelerating AI models on AMD GPUs. ROCm, LLM, Triton

Meta Training Inference Accelerator (MTIA) program. Worked for the whole stack. Lead toolchain adaptation\migration and verification of new architecture. As well as enabling new features and developing debug tools.

Project Brainwave team (https://blogs.microsoft.com/ai/build-2018-project-brainwave/)Developing ability for Deep Learning models to be accelerated on a special hardware. Building a reconfigurable hardware accelerated (FPGA) platform for Bing and Azure ML with the smallest latency and biggest models in the world.Automating the process by implementing compiler that can generate optimized code for our custom chip architecture.Languages: C\C++, C#, PyhtonFramework: Tensorflow, PyTorchHardware: CPU, GPU, FPGA.Interests: Compiler theory, LLVM, TVM and MLIRPrevious project:Excel Data Visualization Team ( http://products.office.com/en-us/excel )Project: Enabling BI features (Pivots and connections) to be coauthorable.Languages: C\C++, C#Interests:Machine learning, CUDA programming, Deep learning.

Responsible for managing delivery streams, acting as an interface to the development, database, infrastructure and QA teams in RDC. Internally focused on RDC with global planning and business face off being the responsible to the London project managers. In details...Project Management:1 Managing a portfolio of projects initial and ongoing direction; 2 Managing the work of Architectors, BAs\FAs, Developers and QAs involved in the project 3 Being involved and providing input in the development of project proposals for the relevant proactive work, and where reasonable, providing ideas for the development of the due process projects 4 Raising major issues, sharing concerns, and reporting back on a project progress to the relevant managers on a regular basis 5 Presenting and submitting the various deliverables to the corresponding managers for review and approval; 6 Signaling resource allocation needs; 7 Providing input for discussions about future activities (“next year’s activities”)Quality Control: 1 Ensuring the technical quality of the various project deliverables, while understanding the wider risks associated with the work, including the political and strategic aspects of it2 Reviewing the developers work, and providing feedback Staff Development:1 Discussing the Developers\Architectors work progress on a regular and interactive basis; 2 Helping Developers\Architectors grow in their work; 3 Giving input for the Developers\Architectors performance assessment; 4 Being involved in the recruitment process (telephone and person-to-person interviews as deemed appropriate) 5 Contributing to a positive atmosphere and culture in the office.

1. Understanding customer demands and creating solutions that completely address them.2. Building a complicated solution covering wide OSS/BSS domain in fixed terms.3. Estimate, plan and supervise execution4. Supervise and settle all questions of department functioning5. Consult project teams on all issues concerning application/adaptation of general testing procedures and technologies6. Develop and implement the QA processes, methods and technologies across department7. Work out and introduce processes of professional training, staff development, motivation and certification

Integrated Site (IS) Maintenance Project Manager

responsibilities: design coordination.skills: Java SE, Java EE ( Hibernate, Spring, JSP, JSF etc), C++, Eclipse, etc

responsibilities: subsystem transfer and design coordination.skills: C++; XML, Clear Case (UCM), DDD, Eclipse, team leader activities (planning, execution phase), technical coordinator activities (Writing implementation proposals for new projects/features, code review, code clean up)

responsibilities: development and support components (Network level SS7 stack) skills: C, Clear Case, DDD, testRT, Purecov, flexeLint