PRATAP SANAP

 Develop MIRA, a framework to assess AI & digital transformation readiness across organizations.  Architect Agentic AI frameworks for document intelligence solutions covering requirements management, compliance monitoring, SOP automation, and vendor management processes.  Develop Process Digital Twins to enhance operational efficiency, optimize workflows, and improve resource utilization.  Build and manage Teram, a platform for Agentic AI development and deployment.

 Established Research & Innovation Center for AI, ML, AR/VR, Robotics, and Computer Vision for AEC & Manufacturing sectors.  Developed Condition-Based Monitoring frameworks for predictive maintenance of assets.  Built Digital Twin capabilities to optimize sustainability and operational efficiency.  Created LLM-based domain-specific translation services.  Developed Generative AI frameworks for AEC, MEP, and Structural Analysis.  Built Active SLAM-based AGVs for autonomous material transport.

 Led 150+ AI architects and data scientists, overseeing end-to-end data science practice operations.  Define tech stacks, reference architectures & resource strategies for BFSI, Healthcare, Manufacturing, Oil & Gas, and Utilities clients.  Implemented operations SOPs and best practices for AI/Data Science delivery.

Architected intelligent diagnosis systems for healthcare, including differential diagnosis workflows and validation frameworks.  Developed image and video processing applications for AI-based healthcare and telemedicine solutions.  Managed collaboration with FDA consultants and medical device manufacturers for compliance and product deployment.  Designed a differential diagnosis framework with statistical methods for patient validation and healthcare diagnostic testing.

 Developed AI-driven predictive maintenance solutions to enhance mechanical system reliability & performance.  Designed and implemented Ride Quality Analysis Tool, Virtual Test Tower applications, and a machine vision-based People Counting System to optimize elevator simulation and dispatch operations

 Designed and implemented a context-based video editing tool with motion-based scene detection.  Developed Adobe Premiere & After Effects plug-ins for automated rendering.  Built modules for face detection, facial expression analysis, and ethnicity recognition.  Created a personalized ad system using augmented face images mapped to video content.

 Delivered lectures on Image Processing, Pattern Recognition, Digital Signal Processing, MATLAB, C, and C++.  Organized technical events, programming competitions, and training activities.  Supported placement and student development initiatives.

Developed railway automation, train scheduling, and IVRS-based voice announcement systems using signal processing technologies for transportation platforms.  Built OCR solutions for Hindi character recognition using neural networks and designed voice-enabled telephone dialler systems.  Developed hospital management and patient onboarding systems to streamline healthcare operations and improve user experience.