Data Scientist

KRiAN GmbH, Wolfsburg, Germany | May 2022 – Aug 2025

MedTech Projects: Worked on the Digital Healthcare Projects (AI-driven Software as Medical Device (SaMD)) for Orthopaedic Diagnostic & Rehabilitation and Pain Detection.

R&D Leadership: Spearheaded research and development for AI-driven software solutions, collaborating with the CSO and COO to drive innovation and implement strategic advancements.

Strategic Documentation: Defined and created comprehensive strategy documents to support startup establishment and growth initiatives.

Technical Specification & Architecture: Collaborated with development teams to document technical specifications and software architecture, ensuring clarity and accuracy for regulatory certification.

Clinical Documentation: Translated complex clinical concepts into clear, accessible language for documentation, highlighting software capabilities and certification compliance.

Regulatory Compliance: Reviewed and validated technical and clinical documents to maintain MDR compliance with regulatory standards, implementing necessary revisions.

Head of R & D

Prognica Labs, Dubai, UAE | Jan 2020 – Mar 2022

AI Model Development: Designed and implemented advanced AI algorithms and machine learning models for early cancer detection and diagnostics.

Medical Data Analysis: Analyzed large-scale medical datasets to identify patterns and biomarkers for accurate cancer diagnosis and prediction.

Collaborative Research: Worked closely with healthcare professionals and researchers to enhance the accuracy, efficiency, and scalability of AI-driven cancer detection solutions.

Regulatory Compliance: Ensured that all solutions adhered to industry standards and regulatory requirements, maintaining the highest levels of patient safety and data security.

Independent Consultant

Ennoventure Technologies, Bangalore, India | Dec 2020 – Dec 2021

Secure AI Development: Built cryptography-integrated algorithms to authenticate medicine packaging and prevent pharmaceutical counterfeiting.

Generative Modeling: Developed GAN-based frameworks to simulate and test counterfeit patterns in global pharma supply chains.

Regulatory & IP Alignment: Contributed to technical documentation, IP strategy, and algorithm robustness testing aligned with serialization and compliance standards.

Research Consultant

Freelance, Rajkot, India | Jan 2017 – Dec 2019

AI Algorithm Development: Developed AI-driven algorithms for healthcare clients focused on diagnostics, signal/image analysis, and patient triaging in telemedicine platforms.

Multimodal Predictive Modeling: Designed and deployed predictive models using multimodal health data (clinical records, imaging, time-series) for disease classification and risk stratification.

Data Security Engineering: Created data encryption and watermarking solutions for privacy-preserving medical data transmission.

Scientific Communication & IP Strategy: Conducted technical writing, research publications, and IP strategy consultation for startups and academic collaborators.

International Research Collaboration: Collaborated with cross-border research teams on joint publications and prototype development in digital health.

PhD Research Supervisor

Gujarat Technological University, Ahmedabad, Gujarat, India | November 2022 – Present

Ph.D. Research Mentorship: Guide and mentor Ph.D. candidate throughout the research process, providing academic and technical support.

Academic Writing & Publications: Provide feedback and guidance on research reports, dissertations, and scholarly publications, ensuring quality, clarity, and adherence to academic standards.

Master Thesis Supervisor

Bremerhaven University of Applied Sciences, Bremerhaven, Bremer, Germany | December 2023 – June 2024

Master Thesis Mentorship: Guide and mentor Master student throughout the research process, ensuring structured progress and academic excellence.

Project Oversight & Support: Provide supervision and support to facilitate the successful completion of research projects.

Academic Writing & Review: Offer constructive feedback and guidance on research report, thesis, and publication, ensuring clarity, rigor, and adherence to academic standards.

PhD Researcher

Research, Development, and Innovation Center (RDIC), C. U. Shah University, Wadhwan City, Gujarat, India | May 2013 – July 2017

Biometric Security Research: Conduct research and develop novel security algorithms for biometric authentication using cryptography and compressive sensing-based encryption.

Algorithm Impact Analysis: Analyze and evaluate the impact of newly developed security algorithms on biometric recognition for real-time applications.

Comparative Analysis & Documentation: Review, survey, and compile data on developed security algorithms, composing a comprehensive comparative thesis on their effectiveness and performance.

Visiting Lecturer

Electronics & Communication Engineering Department, Atmiya Institute of Technology & Science, Rajkot, Gujarat, India | Mar 2015 – May 2015

Academic Lecturing & Course Development: Prepare lecture notes and deliver lectures on specialized subjects, including Radar & Navigation Aids and Data Communication & Networking for B.E. (Electronics & Communication) students, as well as Satellite Communication for M.E. (Electronics & Communication) students.

Assistant Professor

Electronics & Communication Engineering Department, Madhuben and Bhanubhai Patel Women Institute of Engineering (MBICT), Vallabh Vidyanagar, Gujarat, India | Jul 2011 – Dec 2012

Academic Lecturing & Course Development: Prepared lecture notes and delivered lectures on various engineering subjects, including Digital Image Processing, Digital Signal Processing, Power Electronics, VLSI Technology & Design, Applied Electronics, Microprocessor & Its Interfacing, Circuits & Networks, Basic Electronics, and Simulation & Design Tools. Taught students across multiple engineering disciplines, including Electronics & Communication, Computer Engineering, and Information Technology.

Examination Supervision: Served as an observer and supervisor during the final examinations conducted by Gujarat Technological University (GTU), Ahmedabad, Gujarat, India, ensuring fair and smooth examination processes.

Visiting Lecturer

Electronics & Communication Engineering Department, Government Polytechnic, Rajkot, Gujarat, India | Mar 2011 – May 2011

Academic Lecturing & Course Development: Prepared lecture notes and delivered lectures on Industrial Electronics and Electronic Devices & Circuits for Diploma (Electronics & Communication) students, ensuring a solid foundation in core electronics concepts.

Visiting Lecturer

Electronics Department, Saurashtra University, Rajkot, Gujarat, India | Oct 2010 – Feb 2011

Academic Lecturing & Course Development: Prepared lecture notes and delivered lectures on Modern Communication Networks & Systems, Advanced Communication Techniques, and Advanced Processors for M.Sc. (Electronics) and M.Sc. (Electronics, Computer, and Instrumentation) students, providing in-depth knowledge of advanced technological concepts.

Visiting Lecturer

Electrical Engineering Department, Government Polytechnic, Rajkot, Gujarat, India | Feb 2010 – Apr 2010

Academic Lecturing & Course Development: Prepared lecture notes and delivered lectures on Electronics Measurement & Instrumentation and Electronic Devices & Circuits for Diploma (Electrical Engineering) students, ensuring a strong understanding of fundamental electronic concepts and measurement techniques.

Visiting Lecturer

Electronics & Communication Engineering Department, Government Polytechnic, Rajkot, Gujarat, India | Jul 2009 – Oct 2009

Academic Lecturing & Course Development: Prepared lecture notes and delivered lectures on Digital VLSI Technology and Electronic Devices & Circuits for Diploma (Electronics & Communication Engineering) students, providing a solid foundation in VLSI design principles and electronic circuit concepts.

Visiting Lecturer

Electronics & Communication Engineering Department, Atmiya Institute of Technology & Science, Rajkot, Gujarat, India | Feb 2009 – Apr 2009

Academic Lecturing & Course Development: Prepared lecture notes and delivered lectures on Control Systems and Communication Engineering for students of Instrumentation & Control Engineering and Information Technology, ensuring a strong understanding of fundamental and advanced concepts in both disciplines.