I am a results-driven ML/AI Engineer with robust expertise in Generative AI application development, advanced algorithm design, and cutting-edge modeling techniques. I have led innovative projects such as speech recognition, face recognition, and Retrieval-Augmented Generation based chatbots, bringing advanced AI solutions to diverse domains including government services and financial industries. My passion lies in leveraging deep learning, computer vision, and NLP techniques to create high-accuracy systems such as defect detection models and synthetic image generation using GANs. With a strong academic background and hands-on experience, I continuously strive to enhance machine learning applications through effective deployment and AI model optimization.

RANJITH JAGDISHAI

I am a results-driven ML/AI Engineer with robust expertise in Generative AI application development, advanced algorithm design, and cutting-edge modeling techniques. I have led innovative projects such as speech recognition, face recognition, and Retrieval-Augmented Generation based chatbots, bringing advanced AI solutions to diverse domains including government services and financial industries. My passion lies in leveraging deep learning, computer vision, and NLP techniques to create high-accuracy systems such as defect detection models and synthetic image generation using GANs. With a strong academic background and hands-on experience, I continuously strive to enhance machine learning applications through effective deployment and AI model optimization.

Available to hire

I am a results-driven ML/AI Engineer with robust expertise in Generative AI application development, advanced algorithm design, and cutting-edge modeling techniques. I have led innovative projects such as speech recognition, face recognition, and Retrieval-Augmented Generation based chatbots, bringing advanced AI solutions to diverse domains including government services and financial industries.

My passion lies in leveraging deep learning, computer vision, and NLP techniques to create high-accuracy systems such as defect detection models and synthetic image generation using GANs. With a strong academic background and hands-on experience, I continuously strive to enhance machine learning applications through effective deployment and AI model optimization.

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Work Experience

Tech Lead - AI/ML-Gen AI at Ministry of Human Resources & Emiratisation - MOHRE, Dubai
May 1, 2023 - Present
Leading implementation of Arabic-focused speech recognition and speech-to-text systems, text translation, face recognition, signature verification, and a Retrieval-Augmented Generation (RAG)-based chatbot for the Ministry. Developed a question-answering system for BFSI domain integrating Microsoft Azure Form Recognizer, OpenAI API, and vector search technologies. Led AI model designs for defect detection on NC Gas panels using advanced computer vision and GANs for synthetic image generation to improve defect training and model robustness.
Deep Learning Expert at Bizmetric, Pune
May 1, 2023 - August 26, 2025
Designed and implemented deep learning pipelines for multi-object tracking in heterogeneous environments using CNNs and Kalman filters to improve tracking accuracy.
Data Scientist at Quantela INC - A Data Science Company, Bangalore
May 1, 2019 - August 26, 2025
Developed traffic congestion monitoring solutions using OpenCV and clustering techniques with predictive analytics dashboards. Optimized waste disposal routes using exploratory data analysis and IoT integration, reducing unnecessary truck rolls and pollution.
Data Scientist at Indian Institute of Science, Aerospace Dept., Bangalore
May 1, 2018 - August 26, 2025
Conducted rocket nozzle failure analysis using computational fluid dynamics tools and machine learning models. Created a classification pipeline to predict nozzle failure stages by aggregating sensor data and curating validated datasets.
Tech Lead - AI/ML-Gen AI at Ministry of Human Resources & Emiratisation - MOHRE, Dubai
May 1, 2023 - Present
Implemented Arabic-focused speech recognition and speech-to-text systems, text translation, face recognition, signature verification, and a RAG-based chatbot for government services. Developed question-answering systems combining Azure Form Recognizer, OpenAI API, Pinecone, and FAISS tailored to Banking, Financial Services, and Insurance. Led AI model design for defect detection on NC Gas panels using advanced computer vision and GANs for synthetic image generation to improve defect detection robustness.
Deep Learning Expert at Bizmetric, Pune
May 1, 2023 - August 26, 2025
Designed and implemented deep learning pipelines for multi-object tracking in heterogeneous environments using CNNs and Kalman filters, significantly improving tracking accuracy in complex scenarios.
Data Scientist at Quantela INC, Bangalore
May 1, 2019 - August 26, 2025
Implemented traffic congestion monitoring using OpenCV and clustering techniques, providing predictive analytics with a dashboard. Optimized waste disposal routes through exploratory data analysis and IoT integration reducing truck rolls and pollution effectively.
Data Scientist at Indian Institute of Science, Aerospace Dept., Bangalore
May 1, 2018 - August 26, 2025
Performed failure analysis of rocket nozzles using CFD tools and machine learning models. Developed classification pipelines by aggregating sensor data, curating datasets, validating, and building robust predictive models for nozzle failure stages.

Education

M.Tech Artificial Intelligence & Machine Learning at BITS Pilani, Bangalore
September 1, 2023 - August 26, 2025
B.E Mechanical Engineering (Majoring in Machine Vision) at BNM Institute of Technology, Bangalore
September 1, 2011 - September 1, 2015
Pre-University at VIJAYA College, Jayanagar, Bangalore
July 1, 2009 - March 1, 2011
SSLC at R.V. Boys High School, Bangalore
June 1, 2008 - May 1, 2009
M.Tech Artificial Intelligence & Machine Learning at BITS Pilani, Bangalore
September 1, 2023 - August 26, 2025
B.E Mechanical Engineering (Majoring in Machine Vision) at BNM Institute of Technology, Bangalore
September 1, 2011 - September 1, 2015
Pre-University College at VIJAYA College, Jayanagar, Bangalore
July 1, 2009 - March 1, 2011
SSLC at R.V. Boys High School, Bangalore
June 1, 2008 - May 1, 2009

Qualifications

Google Cloud AI Engineer
January 1, 2018 - August 26, 2025
TensorFlow Developer Certificate
May 1, 2023 - August 26, 2025
Advanced Machine Learning Specialization
May 1, 2022 - August 26, 2025
Advanced Deep Learning Specialization
January 11, 2030 - August 26, 2025
Google Cloud AI Engineer
January 1, 2018 - August 26, 2025
TensorFlow Developer Certificate
May 1, 2023 - August 26, 2025
Advanced Machine Learning Specialization
May 1, 2022 - August 26, 2025
Advance Deep Learning Specialization
January 11, 2030 - August 26, 2025

Industry Experience

Government, Financial Services, Manufacturing, Transportation & Logistics, Professional Services