CNN Technologies for 3-D Bioprinting
Published Q2 research paper on convolutional neural network architectures applied to automated 3D bioprinting workflows for skin regeneration and dermatological treatment.
Omkar Deshmukh · Bengaluru, India
Researcher · Innovator · Developer & Event Organizer
Building at the intersection of artificial intelligence, biomedical engineering, and healthcare innovation — from patented 3D bioprinting systems to AI radiology platforms, I make technology that treats real problems.
7Patents filed
4Granted · IN + US
₹17 CrIP valuation
₹30.45LResearch funding
Profile
Research-driven engineer with a clinical focus
I'm a motivated, research-oriented engineer with a strong interdisciplinary focus spanning artificial intelligence, healthcare innovation, biomedical engineering, robotics, data analytics, and public policy. My work is driven by one question: how can technology meaningfully improve health outcomes and solve societal challenges at scale?
That question has taken me from publishing research on CNN-based dermatological treatment systems, to filing 7 patents — 4 granted across India and the United States — to leading Team Vidyut in ISRO's STRC 2026 challenge, to founding and licensing TEDxSNPSU. I work across the full innovation pipeline — research, prototyping, intellectual property, and technology commercialization.
I'm actively involved in national and international research programmes, including fellowship and innovation initiatives at the National University of Singapore.
Research & Publications
Published work in AI and biomedical systems
Integrating AI Models on Technological Benchmarks
Published Q3 research paper on benchmarking and integration strategies for AI models across technological platforms.
Methods to Train U-Net, RNN and CNN Models
Presented at a national conference hosted by the Indian Institute of Science (IISc), Bengaluru.
Mathematical Representation of CNN Formulae
Presented at an international conference hosted by Delhi University.
Artificial Intelligence in Logistics and Supply Chain Management
Contributed chapter examining AI-driven optimization, forecasting, and decision systems across modern logistics and supply chain operations.
AI in Predictive Modelling and Diagnostic Systems
Contributed chapter on machine-learning approaches to predictive modelling and AI-assisted diagnostics in clinical settings.
Integrating AI for Big Data Models
Book chapter submitted to Springer on AI integration strategies for large-scale data modelling.
AI Technologies for Dermatology
Book chapter submitted on applied AI technologies for dermatological diagnosis and treatment.
Patents & Intellectual Property
An IP portfolio in AI-powered healthcare
7Patents filed
4Patents granted
1Patent published
1Copyright granted
₹17 CrIP valuation
Integrated 3D Bioprinting Device for Dermatological Treatment
Flagship innovation with four granted patents — two in India and two in the United States: an AI-integrated bioprinting device designed for dermatological applications including skin regeneration therapy — combining hardware, CNN-driven imaging, and automated clinical workflows. Patent design valuation assessed at approximately ₹17 Crore through WIPO-based international IP valuation resources.
CNN Model for Facial Augmentation
Indian patent filed and published, covering a convolutional neural network model for facial augmentation, recognition, and treatment-oriented analysis in clinical applications.
AI-Powered Diagnostic Model for Radiology
Granted copyright protecting an AI-powered diagnostic model for radiological assessment and early disease detection.
- 7 patents filedAcross AI, healthcare technologies, and biomedical engineering.
- WIPO valuationInternational patent valuation assessment through WIPO resources.
- CommercializationTechnology validation, evaluation, and commercialization-oriented IP assessment.
- IP developmentHands-on patent drafting and intellectual property strategy.
Projects
Selected builds — from bioprinters to space robotics
Automated 3D Bioprinter for Dermatology (Vitiligo)
AI-integrated bioprinting system using CNN/U-Net architectures for skin regeneration, workflow automation, and clinical decision support in vitiligo treatment.
AI Radiological Assessment Platform
AI-powered healthcare platform for early disease detection and diagnostic assistance from radiological imaging.
Machine Learning for Space Applications
Built predictive machine-learning models for space applications as Team Leader of Team Vidyut in the national-level ISRO STRC 2026 challenge.
AI-Based Facial Recognition & Augmentation System
CNN-based models for facial recognition, augmentation analysis, and treatment-oriented diagnostic applications.
3D Bioprinting Web Application
AI-assisted web application for print-path planning, imaging, and printer parameter configuration.
BioBridge — Biomedical Engineering Club Website
React-based platform for BioBridge, the cross-domain biomedical club I lead as President — supporting healthcare R&D initiatives on campus.
National-Level Drone Prototype
Designed and developed a drone prototype shortlisted for national-level competitions.
Leadership & Experience
Leading teams, events, and communities
10+ events organized till date
TEDxSNPSU — Dec 2025
TEDxSNPSU — May 2026
2× TEDx Awareness Pre-events
Research Methodology Workshop
Cross-Disciplinary Poster Presentation — Engg × Medical
BIS Awareness Camp
Future Innovator Challenge
Robotics Challenge
Jul 2025 — Present
Organizer & Licensee — TEDxSNPSU
Obtained the TED license and built TEDxSNPSU from the ground up: organized two TEDx events (December 2025 and May 2026) plus two awareness pre-events, managing speaker coordination, sponsorship outreach, and full event execution. Led digital campaigns that generated ~15.8 lakh impressions in 30 days.
SNPSU Milestone
Established Apple Development Center at SNPSU
Drove the establishment of an Apple Development Center on campus — making SNPSU among the earliest universities in India to host one — and championed industry-academia collaboration, incubation, and startup culture in the university ecosystem.
Oct 2024 — 2026
Team Leader — ISRO STRC 2026 (Team Vidyut)
Leading Team Vidyut in the national-level ISRO STRC 2026 challenge — managing machine-learning development, collaboration, planning, and technical milestones.
SNPSU
President — BioBridge (Biomedical Engineering Club)
Founded and lead BioBridge, a cross-domain biomedical engineering club uniting students from medicine, engineering, and applied sciences — with a mission to promote healthcare R&D, interdisciplinary collaboration, and student-led innovation.
Oct 2024 — Present
Robotics Director — Build Club (R&I Cell, SNPSU)
Spearheaded robotics projects and mentored students across the university's research and innovation cell — organizing the Robotics Challenge, Future Innovator Challenge, BIS Awareness Camp, a Research Methodology Workshop, and a cross-disciplinary poster presentation bridging engineering and medical students.
SCSCD
Team Lead — District-Level Science & Football Competitions
Led planning and execution; secured prizes in multiple events. Also hosted the SCSCD Annual Day, winning first prize in event hosting.
Awards & Recognitions
National and international honors
Dr. A.P.J. Abdul Kalam National Star AwardResearch Excellence
Young Researcher Award, 2026Global Achievers of India
National Excellence AwardYouth R&D
Junior Scientist HonorWorldwide Foundation
Student Excellence Award 2026–27SNPSU
Outstanding Achievement in AINUS Data Science Conference
Tracker of the YearNational-Level TCS Hackathon, Pune
Best Use of AIPresidency University, Bengaluru
1st Prize — Event Hosting & Science CompetitionSCSCD
1st Prize — Football & DebateDistrict Level
3rd Prize — Science CompetitionDistrict Level
Grants & Fellowships
Government-funded research
₹18,00,000
Ministry of State Health & Family Welfare
Healthcare innovation and biomedical research initiatives, including Government of Maharashtra funding support for the 3-D Bioprinting for Dermatological Treatment project.
₹12,45,000
Ministry of Corporate Affairs
Prototype development, research, publications, and project operations.
Funding proposal presentations
- Rajiv Gandhi Science & Technology CommissionPresented funding proposal at Nagpur.
- ICMRSecond proposal presentation to the Indian Council of Medical Research.
- Ministry of State Health & Family WelfareProposal presented — funded at ₹18,00,000.
- Ministry of Corporate AffairsProposal presented — funded at ₹12,45,000.
Selected 1 out of 2,68,483 students
International exposure: chosen from over 2.68 lakh applicants for fellowship and innovation programmes at the National University of Singapore (NUS), including selection into the FIERD Program — with ongoing participation in national and international research collaborations across healthcare, engineering, and technology.
Technical Skills
Tools of the trade
AI / Machine Learning
Deep Learning
CNN / U-Net
Medical Image Analytics
Computer Vision
Predictive Modelling
LLMs
Prompt Engineering
Languages
Python
JavaScript
C
C#
HTML
Backend & Data
Node.js
REST APIs
MongoDB
SQL
Data Modelling
NumPy
Pandas
Tools & Practice
Git / GitHub
React
Research Methodology
Innovation Management
Tech Commercialization
Technical Documentation
Languages
Communicating across six languages
Marathi
Mother TongueEnglish
Hindi
Sanskrit
Kannada
Gujarati
Certifications & Courses
35+ certifications across AI, cloud, data & security
Microsoft
15 CERTSAI & Azure OpenAI
Azure AI Fundamentals
AI Builder
Computer Vision
NLP
Azure OpenAI
Generative AI
Prompt Engineering
AI Agents
AI Applications
Data & Cloud
SQL
Power BI
Azure Data Fundamentals
Azure Fundamentals
Azure Administrator
Azure Developer
IBM
9 CERTSArtificial Intelligence
AI Fundamentals
AI Analyst
Generative AI
AI Ethics
AI Agents
Responsible AI
Machine Learning
Machine Learning Basics
Deep Learning
Neural Networks
Infosys Springboard
7+ CERTSProgramming & Automation
Python Data Analyst
Python Automation
Enterprise Automation with Python
Database Management Systems
Security & Professional
Network Security Systems
Cyber Security & Cyber Law Ethics
Soft Skills Learning
Cisco Networking Academy
5 CERTSNetworking & Security
Networking Basics
Introduction to Networks
Network Support
Packet Tracer
Introduction to Cybersecurity
Plus 13 completed Python courses and ongoing training programmes in AI, machine learning, and innovation management.
Contact
Let's build something that matters.
Open to research collaborations, healthcare innovation projects, speaking engagements, and interesting problems worth solving.
- Emaildeshmukhomkar@snpsu.edu.in
- Phone+91 80872 92383
- LinkedInomkar-deshmukh-258681356
- X@_omkar_deshmukh_
- BaseBengaluru, Karnataka · Native: Omerga, Maharashtra