Author Profile & Entity Identity
Aniket Thakur.
AI Researcher, Data Scientist & Associate Product Manager. Working at the convergence of machine learning research, full-stack product ownership, and quantitative financial engineering.
Professional Trajectory
Research rigor meets production product execution.
Aniket's technical foundation began in statistical computing and data analytics at the Delhi Skill and Entrepreneurship University (DSEU), where he graduated with a 3.82 / 4.0 GPA, ranked 2nd across the cohort. In 2025, he joined the Okinawa Institute of Science and Technology (OIST) in Japan as an AI Research Intern, developing Graph Neural Network (GraphSAGE, GAT) architectures to model non-Euclidean ecological trophic dynamics and orchestrating multi-LLM data synthesis pipelines.
As an Associate Product Manager at Drivio Technologies, Aniket owns loan origination journeys, LMS workflows, and banking API integrations for KYC, disbursement, and repayment across a two-wheeler vehicle marketplace. He is also currently pursuing an M.Sc. in Financial Engineering at WorldQuant University, studying continuous-time finance, stochastic calculus, derivative pricing, and algorithmic credit risk modeling.
Core Knowledge Domains
Topical Authority Hubs
Graph Neural Networks (GNNs)
Non-Euclidean message passing, GraphSAGE, GAT, and ecological network modeling from OIST.
Explore GNN research → Engineering DomainSEO Automation & Agents
Building Laya: integrating web scraping, SERP ranking data, and multi-LLMs with strict validation.
Explore SEO automation → Core DisciplineArtificial Intelligence & LLMs
Deterministic schema validation, multi-model tier fallbacks, RAG, and fine-tuning architectures.
Explore AI & LLMs → Industry FocusFintech & Banking Systems
Lending mechanics, Net Stable Funding Ratio (NSFR), core banking integrations, and loan workflows.
Explore fintech systems →