Rohit T.

Data Scientist

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Wolfsburg, Germany

Experience

May 2022 - Aug 2025
3 years 4 months
Wolfsburg, 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 Forschungszulage 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 month
Bengaluru, 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 months
Dubai, 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 years
Rajkot, 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
Native
Hindi
Native
English
Advanced
German
Elementary

Education

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

Google

Ai Agents In Langgraph

DeepLearning.AI, Coursera

Generative Ai For Healthcare

Google

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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