Rohit T.
Data Scientist
Experience
May 2022 - Aug 2025
3 years 4 monthsWolfsburg, Germany
Data Scientist
KRiAN GmbH
- Designed and launched AI-driven diagnostic and rehabilitation SaMD improving musculoskeletal assessment accuracy and reducing manual reporting time.
- Developed predictive and computer vision models translating patient imaging into actionable insights for surgical planning and rehabilitation tracking.
- Built cloud-based ML pipelines integrating EHR, sensor, and imaging data.
- Directed ISO compliant documentation, validation, and traceability for AI lifecycle and QMS audits.
- Co-led EU MDR compliance strategy; accelerated certification cycle by 30% through modular model management.
- Mentored 4+ software developers and established an internal SaMD-AI knowledge base.
- Successfully received research allowance grant for AI-driven healthcare projects.
- Developed prototypes & MVPs for AI-powered medical software tools.
- Contributed to one publication related to clinical study of AI-based digital software testing.
Dec 2020 - Dec 2021
1 year 1 monthBengaluru, India
Independent Consultant
Ennoventure Tech.
- Built cryptography-integrated algorithms authenticating pharma and FMCG packaging.
- Designed GAN-based counterfeit simulation frameworks boosting detection accuracy through adversarial pattern learning.
- Contributed to 2+ working prototypes on crypto watermarked for product security.
Jan 2020 - Mar 2022
2 years 3 monthsDubai, United Arab Emirates
Head of Research & Development
Prognica Labs
- Directed end-to-end AI R&D for breast cancer diagnostics using deep learning and computer vision on mammography and ultrasound datasets.
- Increased diagnostic accuracy and reduced false positives through CNN optimization.
- Delivered CE-certified SaMD used across regional hospital systems; integrated with PACS, HL7, and FHIR for seamless clinical use.
- Published 3+ peer-reviewed studies validating product safety, accuracy, and regulatory alignment.
- Improved diagnostic turnaround.
- Enabled real-time radiology decision support.
- Deployed solution in 2+ clinical sites as per testing according to regulatory requirement.
Jan 2017 - Dec 2019
3 yearsRajkot, India
Researcher (Healthcare R&D & Predictive Analytics)
Freelance
- Designed AI algorithms for multimodal diagnostics combining imaging, EHR, and bio signal data, improving disease prediction accuracy.
- Built risk stratification and patient management models, optimizing triage prioritization and outcomes.
- Developed privacy-preserving medical data pipelines using encryption and watermarking.
- Delivered 5+ AI prototypes.
- Published 15+ scientific papers and 10+ technical books.
Summary
AI/ML scientist & innovator with 15+ years of research and 8+ years of applied experience across AI engineering, data science, and MedTech R&D. Proficient in developing and deploying AI models, leading cross-functional projects, and aligning advanced analytics with product and business goals. Expertise spans deep learning, NLP, predictive modeling, AI agent frameworks, and regulatory-compliant software development. Combines academic rigor with product innovation translating data-driven insights into deployable, ethical, and high-performance AI solutions.
Languages
Gujarati
NativeHindi
NativeEnglish
AdvancedGerman
ElementaryEducation
C. U. Shah University
Ph.D. · Electronics & Communication Engineering · Surendranagar, India
G. H. Patel College of Engineering & Technology
M.E. · Communication Engineering · Anand, India
Atmiya Institute of Technology & Science
B.E. · Electronics & Communication Engineering · Rajkot, India
Certifications & licenses
Introduction To SQL
DataCamp
Ai Agent Development (Agentic Ai)
EduxLabs & IIT Madras
Introduction To Vertex Ai Studio
Ai Agents In Langgraph
DeepLearning.AI, Coursera
Generative Ai For Healthcare
Deep Learning In Healthcare Data Analysis
EduxLabs & IIT Madras
Ai In Healthcare
Springer Nature
Introduction To Python & Machine Learning
DataCamp
Python For Data Science
Analytics Vidhya
Machine Learning, Data Science And Deep Learning With Python
Government Engineering College, Gandhinagar, Gujarat, India
Python Workshop
Atmiya Institute of Technology & Science, Rajkot, Gujarat, India
Artificial Intelligence And Machine Learning
Government Engineering College, Rajkot, Gujarat, India
Artificial Intelligence And Deep Learning
Marwadi University, Rajkot, Gujarat, India
Image Classification, Object Detection, And Neural Network Deployment With Digits & Tensorrt
NVIDIA Deep Learning Institute
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