Blees AI applies the latest research in deep learning (artificial intelligence) and natural language processing to develop a proprietary software platform that automatically grades students’ written responses to domain-specific essay questions and provides instant and customized feedback to them. Our clients include large accounting/ finance certification bodies and test prep companies in North America, Europe, and the UK. o Responsible for the strategic direction of the company… Show more Blees AI applies the latest research in deep learning (artificial intelligence) and natural language processing to develop a proprietary software platform that automatically grades students’ written responses to domain-specific essay questions and provides instant and customized feedback to them. Our clients include large accounting/ finance certification bodies and test prep companies in North America, Europe, and the UK. o Responsible for the strategic direction of the company. o Generate funds /cashflows through sales and fund-raising activities.o Expanded business from Canada to the U.S., and Europe in 3 years.o Awarded as an innovative leader – selected as 2022 Top 3 finalists by the Association of Test Publishers (ATP Innovation in Testing in the U.S. o Speaker at E-ATP (European Association of Test Publishers, London UK - virtual) 2022 and ATP Global (Orlando, FL, USA) 2023 and selected as a speaker for E-ATP (Vienna, Austria) September 2023. o Manage collaborative research with the internal tech team, and external research team (University of Toronto, and Ryerson University Canada through Mitacs research award program- funded for CA$45,000).o Author - " Few shot learning approaches to essay scoring"- selected research paper for the 36th Canadian Conference on Artificial Intelligence (AI) in Montrealo Won a CA$12,000 prize from Western University as an innovative solution providero Set up a consortium for Blees to partner with Cirrus Assessment (Netherlands) and the end user Chartered Accountants (CA) Ireland to develop a transparent and unbiased AI that automates essay scoring, question item generations, and integrates Blees and Cirrus software systems into a complete end-to-end Learning Management system (LMS). The consortium. Funded by European Union (Eurostars).o Graduated from 2 accelerators (MaRs, Creative Destructive Lab (CDL)) Show less

Our mission is to assist clinicians, neuroscience researchers and medical schools with brain image analytics, diagnosis and assist people with early stage dementia by leveraging the latest vision AI and generative AI technologies. Founded with neuroscientists and machine learning engineers from Cambridge University.o Research work "Large Language Models for dementia care and research: opportunities and challenges,"- selected by Frontiers for the Research Topic "Methods in Artificial… Show more Our mission is to assist clinicians, neuroscience researchers and medical schools with brain image analytics, diagnosis and assist people with early stage dementia by leveraging the latest vision AI and generative AI technologies. Founded with neuroscientists and machine learning engineers from Cambridge University.o Research work "Large Language Models for dementia care and research: opportunities and challenges,"- selected by Frontiers for the Research Topic "Methods in Artificial Intelligence for Dementia 2023".o Discovery Award Winners – selected as one of the 24 semi-finalists for the international competition - Longitude Prize on Dementia Show less

-Authour - Case, TBS and MCQ writing;-Technical reviewer - exam content review;-Lead marker - CPA examination marking and training markers; and-Facilitator- teach students preparing national examinations (CFE)

- Developed CPA core module final examinations- Developed examination marking keys and scheme- Facilitated virtual markers' trainings- Prepared fair pass packages for board of examiners’ approval- Participated in the development and evaluations of CFE (Final exit exams)- Facilitated question development workshops

- Developed CMA National Entrance Examinations- Developed the assessment materials for nationally marked assignments - Designed rubric and created standard comments (feedback) to students for markers to use- Managed 150 markers for the assignment marking across Canada- Facilitated face-to-face marker trainings across Canada

- Responsible for full accounting cycles of three subsidiaries of Irving Oil company- Analyzed and review financial statements- Contributed in financial statement consolidation- Prepared corporate tax- Conducted research in various accounting principles and standards for IFRS adoption