Deepesh Pankaj
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Research, Milestones & Fieldwork

Peer-reviewed technical conference research, national innovation presentations, and precision-framed photographic archive. Click any image to view in full resolution.

01

Peer-Reviewed Conference Research

ICAIEST-2026 · PEER-REVIEWED & PRESENTED February 27–28, 2026 · Bhopal, MP

HAI: The Trust-Centric Paradigm in Clinical AI

AI adoption in high-stakes oncology environments is heavily bottlenecked by decision fatigue and black-box opacity. This research paper formulates a trust-centric architecture prioritizing explainability, deterministic historical case retrieval, and human clinician validation over unconstrained generative models.

Core Architectural Contributions

  • → Dual-Portal Decision Logic: Strict separation of high-throughput patient intake from the clinician triage dashboard.
  • → Algorithmic Cohort Retrieval: Deterministic matching against 5 historical validated oncology case datasets.
  • → Zero-Hallucination ICD-10 Grounding: Cross-references medical protocols to eliminate hallucinated treatment paths.
  • → Live Implementation: Validated directly through the deployed HAi Pilot clinical oncology decision engine.
Clinical AI Explainable AI (XAI) Oncology Decision Support ICD-10 Categorization Deterministic Retrieval
Presenting technical research paper at the ICAIEST Conference
Presenting technical research paper at the ICAIEST Conference (Podium Session)
Presenting technical research paper at the ICAIEST Conference
Defending clinical AI architecture with session chairs and peer reviewers
02

National Summits & Fieldwork Archive

Demonstrating real-time AI and Computer Vision systems at AI Innovate
Demonstrating real-time AI and Computer Vision systems at AI Innovate (Bharat Mandapam, New Delhi)
Demonstrating real-time AI and Computer Vision systems at AI Innovate
AI Innovate showcase: Computer vision edge telemetry demonstration
Demonstrating real-time AI and Computer Vision systems at AI Innovate
Interactive system walkthrough for technical delegates and technology founders
Innovation, Design, and Entrepreneurship (IDE) Bootcamp cohort
Innovation, Design, and Entrepreneurship (IDE) Bootcamp cohort (MoE & Wadhwani Foundation, MITS Gwalior)
MoE Innovation Cell IDE Bootcamp Session
Intensive product architecture and venture design session at MITS Gwalior
ABV-IIITM Gwalior Systems Bootcamp
ABV-IIITM Gwalior campus: Advanced technical systems and algorithmic problem solving
Solve Expo Innovation Showcase
Solve Expo: Demonstrating rural governance and civic software architectures
Deepesh Pankaj — Software Engineer
Deepesh Pankaj — Software Engineer (AI, Computer Vision & Full-Stack Systems)
03

Verified Engineering Milestones

Innovation, Design & Entrepreneurship (IDE) Bootcamp — Edition 3, Phase 2

April 2026 · MITS Gwalior

Selected by the Ministry of Education (MoE) Innovation Cell, Wadhwani Foundation & SBI Foundation for intensive product-market fit, scalable systems architecture, and founder pitching.

India Innovates 2026 — Flagship National Innovation Stage

March 2026 · Bharat Mandapam, New Delhi

Selected to present real-time computer vision and edge intelligence systems on the national stage at Bharat Mandapam, engaging with industry leaders, founders, and research directors.

ICAIEST-2026 International Conference Paper Presentation

February 2026 · Bhopal, MP

Presented peer-reviewed research paper 'HAI: The Trust-Centric Paradigm in Clinical AI' proposing explainable decision mechanisms and deterministic cohort retrieval for high-stakes healthcare triage.

ABV-IIITM Gwalior Advanced Technical Systems Training

2026 · IIIT Gwalior Campus

Completed rigorous technical training covering systems architecture, algorithmic problem solving, and distributed software frameworks.