基本信息
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个人简介
Collaborating with all stakeholders, I develop innovative solutions in assistive technology, biomedicine, cognitive engineering, and HCI. I specialize in designing systems using interpretable machine learning.
For my work in understanding non-verbal communications and their applications, I received the National Science Foundation’s Faculty Early Career Award, given to less than 1% of applicants. I collaborated with 40+ people and invented the co-analysis of signals & sense for robust modeling non-verbal communications.
I consider it my life goal to develop affordable technology solutions for people who are blind or visually impaired. I founded and led the Blind Ambition project, working with all stakeholders, we have created solutions that cost under $50. I prioritized working with users to understand their needs and create assistive technology solutions that require minimal cognitive effort.
Some of my successful works:
1. Mentored 30+ Ph.D and MS students to be future leaders in their field of specialization.
2. Invented the co-analysis of signals & sense for robust modeling non-verbal communications and used them to develop a suite of affordable assistive solutions to empower people the blind and visually impaired. Solutions include VASS, Expression+, O-MAP, Emo-Assist and R-MAP.
3. Invented a novel data structure and multivariate methods to create network descriptions of cognitive events such as categorical perception, epileptic seizures, predicting risky behavior.
4. Created ARIANA to bridge the biomedical knowledge gap by scanning the medical literature to discover latent connections between disease, drug and risk factors.
5. Chief architect of face detector and consumer demographics, products for the retail industry.
I am passionate about developing innovative and cost optimized technology solutions.
Specialties: Big Data Analytics • Machine Learning • Bayesian Networks • • Clustering • Deep learning Libraries • Generative Adversarial Networks • Product Development • Project Management • Partnership Development • Multimodal Signal Analysis • Multicultural Experience.
For my work in understanding non-verbal communications and their applications, I received the National Science Foundation’s Faculty Early Career Award, given to less than 1% of applicants. I collaborated with 40+ people and invented the co-analysis of signals & sense for robust modeling non-verbal communications.
I consider it my life goal to develop affordable technology solutions for people who are blind or visually impaired. I founded and led the Blind Ambition project, working with all stakeholders, we have created solutions that cost under $50. I prioritized working with users to understand their needs and create assistive technology solutions that require minimal cognitive effort.
Some of my successful works:
1. Mentored 30+ Ph.D and MS students to be future leaders in their field of specialization.
2. Invented the co-analysis of signals & sense for robust modeling non-verbal communications and used them to develop a suite of affordable assistive solutions to empower people the blind and visually impaired. Solutions include VASS, Expression+, O-MAP, Emo-Assist and R-MAP.
3. Invented a novel data structure and multivariate methods to create network descriptions of cognitive events such as categorical perception, epileptic seizures, predicting risky behavior.
4. Created ARIANA to bridge the biomedical knowledge gap by scanning the medical literature to discover latent connections between disease, drug and risk factors.
5. Chief architect of face detector and consumer demographics, products for the retail industry.
I am passionate about developing innovative and cost optimized technology solutions.
Specialties: Big Data Analytics • Machine Learning • Bayesian Networks • • Clustering • Deep learning Libraries • Generative Adversarial Networks • Product Development • Project Management • Partnership Development • Multimodal Signal Analysis • Multicultural Experience.
研究兴趣
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biorxiv(2024)
IEEE Transactions on Cognitive and Developmental Systemsno. 99 (2023): 1-1
SN Comput. Sci.no. 1 (2021): 47
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