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Ramandeep KaurRK
Open to opportunities

Ramandeep Kaur

@ramandeepkaur4

I lead strategic AI programs, optimize operations, and improve quality across distributed teams and complex workflows.

Canada
Message

What I'm looking for

I'm looking to lead strategic AI programs and operations where I can turn ambiguous priorities into structured delivery, strengthen quality and workflows, and collaborate across teams on practical AI innovation.

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

OT

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.

SC

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.

IE

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 logoCC

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.

IT

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.

PC

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

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