Navita Singh
Principal Data Scientist Research Engineering @Autodesk
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WORK HISTORY
Principal Data Scientist Research Engineering @Autodesk
Toronto, ON, CA
Leading the development of next-generation global AI solutions across construction, manufacturing, media & entertainment, and robotics. Focus areas include- Time-Series Foundation Models: Research on performance for high-frequency time series. Wrote a technical paper analyzing the performance of foundation models as the first author- Designed and implemented causal inference pipelines- LLMs and vision models: fine-tuning, model evaluation and GraphRAG- Multi-Agent workflows governed by AgentOps- Physics-Informed AI Modelling and exploring quantum computing algorithms- MLOps in Azure and AWS- Data science research for the Centre of Excellence- Advising on and designing blueprint for data strategy for research projects
EDUCATION
Ivey Business School at Western University
Master of Business Administration - MBA
Indian Institute of Technology, Delhi
Integrated B.Tech & M.Tech. In Mathematics and Computing
Bayes Business School
Masters in Mathematical Trading and Finance
Western University
Master the Entrepreneur Skillset, Entrepreneurship/Entrepreneurial Studies
ABOUT NAVITA SINGH
Principal Data Scientist & former Director of Quant Finance with 15+ years of experience leading global teams and delivering measurable business impact across North America, Europe, and Asia. I led the development of machine learning solutions, which contributed to approximately $500 million in annual net profit. Key Expertise & Achievements:• Quantitative Finance: Led quantitative algorithm development for a $1B pan-Asia equity portfolio (UBS Hong Kong), a $14B global fixed income portfolio for corporate treasury and a $2B pension portfolio invested in index swaps.• MLOps: Architected scalable MLOps deployments driving large-scale revenue optimization.• Leadership: Hired and led high-performing cross-functional teams. Co-Chair of Women\'s Professional Network.• Thought Leadership: Published articles on Medium: https://medium.com/@navita.singh Credentials: CFA & CAIA Charter Holder | Triple Master\'s Degrees (Math, CS, Finance/Business) all top 10% in the class | Top 3 in Mathematics & Computing, IIT Delhi| Recognized as a Financial Times Poets & Quants \"Top MBA to Watch (2020)\"I am passionate about applying traditional and emerging algorithms to solve business problems. Creative writing and public speaking in both Hindi and English are areas I particularly enjoy. Staying hands-on with code and system architecture allows me to guide my teams effectively. I am committed to building globally inclusive, rigorous research environments where top talent can do their best work.
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