Data Scientist

KRiAN GmbH, Wolfsburg, Germany | May 2022 – Present

MedTech Project: Worked on the Digital Healthcare Projects (AI-driven Software as Medical Device (SaMD)).

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

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

Clinical Collaboration: Collaborated closely with clinical experts to analyze requirements and ensure the software aligns with healthcare professionals' needs and patient safety standards.

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

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

Quality Assurance: Designed and executed test cases that simulate real-world clinical scenarios, evaluating software functionality, usability, and adherence to clinical guidelines.

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

Stakeholder Engagement: Represented the company at technical seminars and meetings, building strong relationships with prospective clients and industry partners.

Head of R&D & AI Scientist

Prognica Labs Tech FZCO, Dubai, UAE | Jan 2020 – Apr 2022

R&D Leadership: Led coordination with the technical team for the research and development of Proof of Concept (POC) and Minimum Viable Product (MVP), including software testing and validation.

AI Software Development: Directed the R&D of AI-driven software solutions, collaborating with the CEO to implement enhancements and ensure alignment with company objectives.

Deep Learning Expertise: Developed deep learning models for classification and segmentation of breast imaging techniques, including mammography and ultrasonography.

Machine Learning Applications: Designed and implemented machine learning models for tumor classification in mammogram and ultrasound images, improving diagnostic accuracy.

Industry Representation: Represented the company at technical seminars and meetings, fostering relationships with potential clients and exploring new business opportunities.

Technical Documentation & Compliance: Designed, created, and managed technical product documentation, ensuring alignment with the company’s marketing strategy and compliance with regulatory bodies such as CE and FDA.

Consultant (Part-time)

Ennoventure Technologies Pvt. Ltd., Bengaluru, India | Dec 2020 – Dec 2021

Technical Research & Development: Coordinated with the technical team in researching, developing, and validating Proof of Concept (PoC) algorithms.

AI & Cryptography Implementation: Developed and implemented AI-driven software solutions and cryptographic techniques tailored to industry-specific requirements across pharma, and FMCG.

Product Testing & Optimization: Provided technical support for comprehensive product testing, identifying areas for improvement and enhancing overall performance.

Generative AI Expertise: Developed Generative Adversarial Networks (GANs) for generating synthetic product images, enabling enhanced product evaluation and analysis.

Research Consultant

Freelancer | Aug 2017 – Dec 2019

AI & Computer Vision Solutions: Develop and implement a wide range of computer vision and AI-based applications tailored to customer requirements across diverse industries.

Medical Image Analysis Research: Conduct research on AI-driven medical imaging techniques for the detection and classification of various tumor types in the human body.

Cryptography for Telemedicine: Develop cryptography-based algorithms to enhance the security of medical data in telemedicine applications, ensuring data privacy and integrity.

AI Model Evaluation: Analyze and compare different AI models, identifying the most effective ones for accurate disease prediction and diagnosis.

Technical Research & Documentation: Survey and consolidate technical reports and research documents across multiple domains, including satellite communication, speech & audio signal processing, and compressive sensing-based encryption.

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.