Abhishek Misra

Lead Medical AI product strategy, agentic frameworks, and clinical AI adoption across a 20-person cross-functional team.

• Own Medical AI SaaS roadmap and governance; delivered $3M revenue and 30% pipeline growth.
• Architect LLM orchestration and AI agents for CDSS workflows, shipping 30+ PoCs and 400+ demos.
• Primary product liaison across engineering, Data/ML, and Medical AI SMEs on FDA SaMD CDSS platform.
• Scale AI enablement programs with standardized prompt patterns, lifting lead conversion 25% and lifetime value.

• Medical AI
• Agentic AI
• Clinical DSS
• FDA SaMD

Architected Medical AI LMS platform end-to-end and led $2M go-to-market launch delivered within six months.

• Architected LMS spanning frontend, backend, database, microservices, security, monitoring, and compliant MLOps deployment pipelines.
• Owned end-to-end delivery of $2M AI software engineering initiative on schedule and within budget.
• Led and mentored 5 scrum teams as certified SAFe Release Train Engineer for Medical AI LMS.
• Translated customer feedback into 20 MVP features; onboarded 30 sales reps lifting conversion velocity 15%.

• Medical AI LMS
• SAFe RTE
• GTM Strategy
• MLOps

Built ML-based decision support system on AIS and GPS data covering 5M maritime risk entries.

• Modeled decision support system (DSS) using Machine Learning on AIS/GPS data of 5 million entries.
• Trained Generalised Linear Model with gradient boosting achieving Gini index of 0.955 on classification task.
• Deployed MLOps workflows on AWS S3, EC2, RDS, Lambda with Netica, Tableau for scalable inference.
• Established clinical-grade ML modeling foundation applicable to Medical AI, imaging, and diagnostic risk-prediction pipelines.

• Machine Learning
• AWS MLOps
• Decision Support
• AIS Data

Developed cybersecurity and cloud curriculum for Microsoft and Symantec learners through SME partnerships and research.

• Liaised with SMEs, product and engineering teams performing Training Needs Analysis and product research surveys.
• Co-produced with certified cybersecurity SMEs and reviewed 15+ technical modules for Cybersecurity Practitioner course.
• Designed engaging product architectures, mind-maps and technical drawings elaborating veiled concepts for enterprise learners.
• Storyboarded problem, game and scenario-based learning transferable to clinical education and medical device onboarding.

• Cybersecurity
• Cloud
• Instructional Design
• SMEs

Fabricated BioMEMS medical sensor devices and silicon microneedles for transdermal drug-delivery and biosensing applications research.

• Modeled silicon microneedle array and performed Linear Buckling Analysis using the COMSOL simulation platform.
• Fabricated nanoscale sharp microneedles via chemical vapor deposition and characterized with SEM and XRD.
• Performed transdermal drug-delivery clinical trials on synthetic polymer mimicking adult human skin barrier properties.
• Established medical device engineering foundation transferable to FDA SaMD and Clinical Decision Support Systems.

• BioMEMS
• Microneedles
• Drug Delivery
• Medical Devices

Conducted computational neuroscience research on β-amyloid peptides driving Alzheimer’s disease pathology at AIIMS Delhi laboratories.

• Conducted multiple sequence alignment (ClustalW) and BLAST homology searches across APP and Aβ sequences.
• Identified evolutionarily conserved aggregation-prone regions of β-amyloid peptide driving Alzheimer’s disease pathology mechanisms.
• Applied aggregation-propensity and β-sheet prediction algorithms TANGO and PASTA, mapping Aβ40/Aβ42 fibrillization hotspots.
• Established computational biology foundation transferable to biomarker AI, biopharma oncology analytics, and clinical research.

• Comp. Neuroscience
• β-Amyloid
• Alzheimer’s
• Bioinformatics