Ramandeep Kaur
@ramandeepkaur4
I lead strategic AI programs, optimize operations, and improve quality across distributed teams and complex workflows.
What I'm looking for
I've led Agentic AI innovation initiatives at IWIL Ignite and delivered AI evaluation work across 10+ projects at Handshake AI, translating evolving requirements into practical workstreams, rubrics, learning resources, and reliable delivery.
Across Outlier AI, Toloka, and Buck, I improved quality and throughput in high-volume workflows by evaluating model outputs, reviewing contributor work, allocating team assignments, resolving ambiguous cases, and training new employees. I bring an AI-first, analytical approach to turning unclear goals into structured plans, metrics, and evidence-based decisions.
I've also taught mathematics, statistics, and communication at Conestoga College and higher-education institutions, integrating responsible AI, AI literacy, and prompt engineering into learning design while managing research, advising, quality assurance, and cross-functional academic initiatives.
Experience
Work history, roles, and key accomplishments
Tech Program Lead
IWIL Ignite
Jul 2026 - Present (1 month)
Partnered with the Founder on strategy and execution for Agentic AI and digital innovation initiatives, translating priorities into workstreams and deliverables. Coordinated technology and content volunteers, monitored progress, and researched emerging AI tools for curriculum development.
AI Specialist
Handshake AI
Sep 2025 - Present (11 months)
Executed and quality-reviewed AI evaluation work across 10+ projects spanning mathematical, visual, STEM, and general reasoning. Translated complex quality requirements into repeatable evaluation criteria and coached contributors through detailed feedback.
Professor
Conestoga College
Mar 2023 - Dec 2025 (2 years 9 months)
Planned and delivered multiple concurrent mathematics, statistics, and communication courses, coordinating curriculum and assessments. Led a Scholarship of Teaching and Learning project and integrated responsible AI use into course design.
AI Tutor and Evaluation Contributor
Outlier AI and Toloka
Mar 2024 - Aug 2025 (1 year 5 months)
Contributed to RLHF and AI quality initiatives involving prompt design, response evaluation, and preference ranking. Applied changing project rubrics across mathematics, STEM, and general reasoning while maintaining evidence-based decisions.
HR Coordinator
STEM Montessori Academy of Canada
Apr 2023 - Feb 2024 (10 months)
Supported people operations through resume screening, structured interviews, candidate evaluation, and interview coordination. Organized recruitment documentation and provided hiring recommendations.
Operations Associate
Buck, A Gallagher Company
Oct 2022 - Mar 2023 (5 months)
Managed high-volume pension administration operations, processing and validating approximately 150-200 confidential documents daily. Coordinated daily work of three team members and trained five new employees.
Assistant Professor
Islamic University of Science and Technology & Punjab Engine
Jul 2017 - Aug 2022 (5 years 1 month)
Managed concurrent teaching, advising, research, and accreditation responsibilities while teaching more than 500 engineering students. Served as Student Advisor for approximately 70 students and contributed to accreditation documentation.
Education
Degrees, certifications, and relevant coursework
Conestoga College
Professor, Mathematics
2023 - 2025
Professor of mathematics, statistics, and communication courses, coordinating curriculum and assessments. Led a Scholarship of Teaching and Learning project on active learning and student engagement.
Islamic University of Science and Technology
Assistant Professor, Mathematics
2017 - 2022
Assistant Professor teaching over 500 engineering students, advising approximately 70 students, and contributing to accreditation and quality assurance.
Punjab Engineering College
Assistant Professor, Mathematics
2017 - 2022
Assistant Professor teaching engineering students and contributing to academic quality assurance and accreditation.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
Skills
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