Tej Gangwar
Data Scientist and Ai Analyst @University Of Warwick - Warwick Business School
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WORK HISTORY
Data Scientist and Ai Analyst @University Of Warwick - Warwick Business School
Coventry, GB
I’m currently working as a & at, leading the development of - that prioritise clarity, trust, and grounded decision support.My work focuses on building standalone, web-based AI tools that integrate () with -() to ensure outputs are not just intelligent — but, and.At, I’m enhancing an by embedding structured academic frameworks into retrieval-bounded pipelines, enabling transparent, rubric-aligned evaluation with clear reasoning and evidence linkage.In parallel, I am architecting a that translates complex musculoskeletal and rehabilitation logic into structured AI workflows — combining progression modelling, safety guardrails, and explainable recommendations.These systems are built using advanced, modular architectures, and intuitive web interfaces (/), ensuring both functional accuracy and user-centred design.A key focus of my work is — through token-efficient prompt design, adaptive retrieval strategies, and latency-aware API orchestration — enabling scalable, cost-effective deployment (AWS-ready).
EDUCATION
De Montfort University
Doctor of Business Administration, Adaptable Strategic Frameworks
Ulyanovsk State Technical University
Master of International Business Administration, Entrepreneurship and Leadership
Dr. A.P.J. Abdul Kalam Technical University
Bachelor of Technology - BTech, Electronics and Communications Engineering
SKILLS
ABOUT TEJ GANGWAR
transforming data-driven systems into decision-intelligent ecosystems.We are designing – ™ — an evolution from the Modern Data Stack → to the Decision Stack → to the XAI-Native Stack.Where most analytics platforms explain what happened, —. ’ We’re creating a - that bridges data, cognition, and ethics through five integrated products- ™ — unifying data into contextual, actionable pipelines- ™ — delivering real-time visual and cognitive insights- ™ — automating intelligent actions through adaptive reasoning- ™ — enabling continuous learning and model refinement- ™ — bringing transparency, trust, and explainability into AI decisions.Each product contributes to a larger mission: to make every business decision measurable, explainable, and ethically intelligent. & My Doctorate in Business Administration (DBA) at De Montfort University, UK, explores how () in complex, uncertain (VUCA) environments.The research has produced three core frameworks that now drive bValue’s innovation engine- — Emotional, Intuitive, Analytical, Reflective, Awareness states for decision quality- — Trust, Interpretability, Ethics, and Reliability as the foundation of Responsible AI- — Decision-Making Quality Score for quantifying balance between human judgement and machine reasoning.Together, these frameworks are the bridge between academic research and enterprise innovation — from conceptual clarity to commercial intelligence. The future of leadership lies in – — where human awareness and AI reasoning work as one system of truth.| From Data to Decisions — with Clarity, Context, and Confidence.|
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