Mayur Hemani

Machine Learning Engineer

Noida, Uttar Pradesh, India19 yrs 11 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Published 8 research papers in AI conferences.
  • Co-authored 25+ patents in technology.
  • Led teams in developing innovative software solutions.
Stackforce AI infers this person is a Computer Vision and Machine Learning expert in AI Research and Software Development.

Contact

Skills

Core Skills

Computer VisionMachine Learning

Other Skills

Generative AIC++JavaScriptPythonPHPCNode.jsJava3D GraphicsTensorflowScientific VisualizationDeep LearningPython (Programming Language)C (Programming Language)Algorithms

About

Computer vision researcher (since 2017), with over 16 years of product development experience in multiple domains including software for digital marketing, digital asset management, digital printing, 3D computer graphics, computer vision, and natural language processing. Have published 8 research papers in AI conferences, and have co-authored 25+ patents. Enjoy hands-on work in image processing, machine learning and software development, as well as handling blue-ocean projects requiring both product and market research. I believe myself to be valued for formulating succinct problems, identifying research directions, writing code, and finding and fixing issues in solutions. My research interests include analyzing and building deep neural-network based models for core computer vision and multimodal tasks, as well as those used for generating images and graphics. More specifically, I am interested in the zero-shot (unsupervised) and few-shot settings. As a programmer, I enjoy coding most with Python, Javascript, and C++ but am familiar with multiple programming languages including Java, PHP etc. As a senior developer, I have led small teams to build efficient and effective software. I have also delivered multiple courses in computer programming at K10 and undergraduate engineering, both online and in-person. I am passionate about fundamental STEM education efforts for young people.

Experience

19 yrs 11 mos
Total Experience
19 yrs 11 mos
Average Tenure
19 yrs 11 mos
Current Experience

Adobe

3 roles

Senior Machine Learning Research Scientist (EMLEP55)

Promoted

May 2020Present · 6 yrs

  • Senior researcher with the Media and Data Science Research lab. Work on computer vision and multimodal representation problems with applications to image labeling and generative methods.
Generative AIComputer VisionMachine Learning

Senior Computer Scientist (Senior Developer)

Jan 2015May 2020 · 5 yrs 4 mos

  • Senior IC role with the print and publishing BU at Adobe, followed by a research-oriented IC role with the digital marketing BU.

Computer Scientist (multiple Developer levels)

Jun 2006Jun 2016 · 10 yrs

  • Developer with the Creative Suite team (Adobe Stock Photos) and then with the Print and Publishing BU, working on desktop, embedded and server software solutions. Exposed to multiple business domains including Stock photography, printing, document imaging, 3D scanning and 3D printing.

Education

International Institute of Information Technology Hyderabad (IIITH)

M.Tech. — Computer Science

Jan 2004Jan 2006

Dr. A.P.J. Abdul Kalam Technical University

B.Tech. — Information Technology

Jan 2000Jan 2004

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