Piyush Kumar Sinha
AI Consultant
Bengaluru, Karnataka, India
10+ Years Exp
Summary
Technical Skills
Detailed View
Other Skills
Work Experience
Senior Manager-Data Science
Fortive Corporation
Full Time | 03/05/2023 - Present
Bengaluru, Karnataka, India
- As a Senior Manager, Data Science at Fortive, Responsible for developing and deploy multiple Generative AI solutions for different operational companies within Fortive.
- Currently leading a team of 12 people to work in parallel on multiple topline (approx. 10 million dollars) projects.
- Developing the architecture and deploying the solution on cloud services like Microsoft Azure.
- Analyzing complex business problems and design data-driven solutions that leverage the power of large language models. These solutions are aimed at generating high-quality outputs, such as chatbots and learning tools.
- Working closely with cross-functional teams, including software engineers, product managers, and domain experts, to ensure seamless integration of their AI solutions. Collaboration is key to understand the specific needs of their clients and translate them into effective and efficient AI-driven applications.
- Engaging in model development and fine-tuning, utilizing Azure services and frameworks, to create robust and accurate AI models. This involves training and optimizing large language models, harnessing their capabilities to generate human-like responses and support interactive and personalized experiences.
- Continuously evaluating the performance of their AI models and solutions, seeking opportunities for improvement. This involves analyzing user feedback, monitoring system metrics, and iterating on the models to enhance their accuracy, responsiveness, and overall user experience.
Data Scientist/Principal Technical Expert
Schneider Electric
Full Time | 27/12/2021 - 10/05/2023
Bengaluru, Karnataka, India
- As an Innovation Manager, responsible for leading various explorations and overseeing several customer projects at the product level. Managed the R&D team to develop AI/ML solutions for both external clients and internal projects.
- Developed a democratized visual inspection framework.
- Created a deep reinforcement learning application for PID Auto-tuning on drives.
- Created a model to detect and categorize different qualities of green steel formation.
- Created chess piece detection models to enable the robotic hand to engage in chess gameplay showcased at Hannover Fair.
Lead Data Scientist (Team Lead)
Tech Mahindra Limited
Full Time | 22/02/2021 - 03/12/2021
Bengaluru, Karnataka, India
- Worked in Center of Excellence (CoE) internal team to manage and develop prototypes for Computer Vision and NLP projects using cutting-edge AI technologies.
- Built proofs-of-concept and deployed solutions for diverse TechM clients like General Electric, SKF Bearing, etc.
- Developed a computer vision-based solution for detecting safety gear.
- Created a model for predicting Remaining Useful Life (RUL) using sensor data and time series analysis.
- Built a document digitization and search system with text analytics capabilities.
Data Scientist (Senior Software Engineer)
Siemens Technology and Services Private Limited
Full Time | 26/11/2018 - 04/12/2020
Bengaluru, Karnataka, India
- Responsibilities included finding and developing Machine Learning use cases for Industrial Automation using Deep Learning techniques.
- Developed and deployed a Functional Safety solution for Person Detection and Tracking on Neural Processing Unit (Siemens proprietary hardware containing Intel Movidius Chip).
- Deployed AI models on Neural Processing Unit (NPU) using the Myriad Development Tool Kit (a proprietary hardware and software solution containing Intel Movidius chip by Intel and Siemens).
- Filed a patent on Alarm Prediction based on User Actions and worked on a Smart Listener use case to detect the lip movements of the operator to understand their commands in a noisy environment.
- Created compatible blobs (neural network binary files) for the NPU using the OpenVino Took Kit.
- Used AWS services for uploading data on an S3 bucket and utilizing various EC2 instances for running optimized code on GPU. Additionally, using Microsoft Azure for registering and deploying the model.
Machine Learning Engineer (Sw Product Developer)
Robert Bosch Engineering & Business Solutions
Full Time | 22/06/2015 - 07/11/2018
Bengaluru, Karnataka, India
- Found and developed Machine Learning use cases for the Automotive domain, specifically in Engine ECU Software development, testing, and integration.
- Identified and developed Machine Learning use cases for automating software processes such as Software Analysis comments relevance, ECU reset, and Test Specifications extraction.
- Experience with a deputation to Germany for final tests of series software for a D4 cylinder car of Jaguar Landrover (JLR).
- Skills: Artificial Intelligence (AI), Data Science, Machine Learning, Deep Learning, Python (Programming Language), Computer Vision, Natural Language Processing (NLP), Amazon Web Services (AWS), Semantic Analysis, Predictive Analytics, Statistical Inference, PyTorch, Data Structures, Image Processing, Keras, Python, XML, C++, C, Algorithms.
Software Developer
HCL Technologies Ltd.
Full Time | 26/08/2013 - 07/05/2015
Pune, Maharashtra, India
- Worked on Service Master Tool and Cluster ECU software development and testing for OBD (Onboard diagnostic tool), which was used by JCB manufacturing company for their various products such as Backhoe loaders, Excavators, etc.
- Developed and tested the Service Master tool, which included tasks such as setup, diagnostics, data logging, firmware flashing, and service history.
- Gained an understanding of OBD (onboard diagnostics) to ensure the tool was developed and tested to meet the required standards.
Education
Bachelors in Engineering
Annamalai University, Faculty of Engineering And Technology (FEAT)
22/04/2008 - 10/04/2012
Major in Electronics and Communication
Masters in Machine learning and AI
Liverpool John Moores University
15/04/2022 - Present
Executive PG Programme in Machine Learning & AI
International Institute of Information and Technology Bangalore (IIITB)
19/04/2022 - 11/01/2023
Certifications
Executive PG Programme in Machine Learning and AI
International Institute of IT Bangalore | Issued On : {getDate(e?.issued_date)}
Blockchain A-Z: Learn How To Build Your 1st Blockc
Udemy | Issued On : {getDate(e?.issued_date)}
How to Build Decentralized Auto Democracy DAO in B
Udemy | Issued On : {getDate(e?.issued_date)}
AWS SageMaker Practical for Beginners-Build 6 Proj
Udemy | Issued On : {getDate(e?.issued_date)}
Complete Python Bootcamp: From Zero to Hero in Pyt
Udemy | Issued On : {getDate(e?.issued_date)}
AiU-Certified Tester in Artificial Intelligence
Brightest | Issued On : {getDate(e?.issued_date)}
Verified International Academic Qualifications
World Education Services | Issued On : {getDate(e?.issued_date)}
Programming for Everybody (Getting Started Python)
Coursera | Issued On : {getDate(e?.issued_date)}
Improving Deep Neural Networks
Coursera | Issued On : {getDate(e?.issued_date)}
Neural Networks and Deep Learning
Coursera | Issued On : {getDate(e?.issued_date)}
Python Data Structures
Coursera | Issued On : {getDate(e?.issued_date)}
Structuring Machine Learning Projects
Coursera | Issued On : {getDate(e?.issued_date)}
Machine Learning
Coursera | Issued On : {getDate(e?.issued_date)}
