Rohit Patel Email & Phone Number

Bengaluru, Ka, In

Bengaluru, Karnataka, India

1- Baby Detection and Local Learning-Engineered local learning system for Baby Detection, employing knowledge distillation.-Reduced teacher model size, enhancing computational efficiency.-Skills: Transfer Learning, MobileNetV2, CNN2- Baby Cry Detection and Fine-Tuning-Spearheaded cry detection model using VGGish.-Orchestrated fine-tuning for seamless integration with audio tagging.-Skills: Audio Processing, VGGish Model3- LLM Chatbots - Contextual… Show more 1- Baby Detection and Local Learning-Engineered local learning system for Baby Detection, employing knowledge distillation.-Reduced teacher model size, enhancing computational efficiency.-Skills: Transfer Learning, MobileNetV2, CNN2- Baby Cry Detection and Fine-Tuning-Spearheaded cry detection model using VGGish.-Orchestrated fine-tuning for seamless integration with audio tagging.-Skills: Audio Processing, VGGish Model3- LLM Chatbots - Contextual Response (Retrieval Augmented Generation)-Enhanced customer support responses with LLMs (GPT-3).-Utilized Text-embedding-ada-002 for context generation.-Improved responses by passing relevant context.-Skills: LLMs (GPT-3), Text Embeddings, Contextual Response4- Breath Rate Monitor System- Used video input for real-time analysis.- Developed a complete pipeline, integrating Amazon API and local inference.- Achieved HSA-FSA certification in the USA, allowing customers to receive tax exemptions and significantly boosting product sales.5- Object Tracking Algorithm-Developed robust tracking algorithm using ToF sensor data.-Achieved 15-20% improvement in Intervention Detection.-Skills: Computer Vision, Signal Processing, Image SegmentationLEADERSHIP AND OWNERSHIP• Proficiency in Codebase Management and Collaboration– Demonstrated proficiency in managing large lines of code, ensuring maintainability and organization.– Collaborated effectively with cross-functional teams, fostering smooth code integration.• Leadership in Algorithm Deployment for Improved System Performance– Led the deployment of optimized algorithms to production environments.– Contributed to seamless integration, resulting in enhanced system performance.• Customer-centric bug Resolution and AI Solutions Development– Addressed customer-reported bugs by developing targeted AI solutions for real-time problem-solving.– Played a key role in improving customer experience by providing timely and effective solutions to their issues. Show less

Bangalore Urban, Karnataka, India

Alt Z life privacy features - Use AI to intelligently recognize and suggest images that you may want to keep private.• Responsibility - Modified the Alt Z privacy feature to work with videos and should be computationally feasible for mobile phones and detect whether video is private or not.

Master Of Technology - Mtech, Computer Science Engineering, 7.6

I have completed my MTech degree in Computer Science Engineering from the prestigious Indian Institute of Science (IISc), where I gained.

Bachelor Of Engineering - Be (Computer Science Engineering), Computer Science, 7.8

Activities and Societies: Currently building my knowledge. Working on my concepts.