Rajesh Siraskar
Principal Data Scientist (Practice Director, CTO Organization)
- Role
- Practice Director at Birlasoft
- Location
- Pune, MH, IN
- LinkedIn followers
- 500 followers
About Rajesh Siraskar
Lead a team of data-scientists and solve data-science/machine-learning (ML) problems for global clients Design and build solutions using - ML, statistics, fundamental engineering principles and GenAI technologies Former SixSigma MBB, CMMI Level-5 ATM and internal Level-5 leaderExperience in- Enterprise scale AI/ML and GenAI projects: Solve enterprise level problems covering production, delivery, IT support, HR, finance and legal domains- Graph database solutions using Neo4j and Cypher- Industrial engineering projects- Predictive maintenance: Fault prediction and anomaly detection (motors, gear-boxes and inverters)- Improve manufacturing processes: Identify production parameters that impact quality and productivity using statistical pattern techniques detection - Reinforcement learning based predictive maintenance and control systems - Quality assurance using computer-vision (image processing) and/or statistical techniques Clients/domains- Johnson & Johnson - Pharma - NLP, LLM and GenAI - Fiat Chrysler Automobiles (USA)- Autonomous cars - analytics - Rieter (Switzerland)- Textile machines - Predictive maintenance - Paccar (USA)- Trucks/automotive - Warranty analytics - Lafarge Holcim (India, Switzerland)- Cement - Manufacturing process quality - Praxair (USA)- Industrial gas - Predictive maintenance - Sempra (USA)- Power distribution/electricty - Workforce analytics - Unilever (India)- Logistics/supply chainResponsibilities include- Design technical approach and solutions- Guide a team of data-scientists- Understand business problems and expectations management- Consulting/guidance to clients on use of ML - Productionize systems and monitor performance Education: MTech in Automotive Electronics and B.E. in Electronics and TelecommunicationsCertifications- Machine Learning: Stanford University, John Hopkins University and Dukes University - Six Sigma and Statistics: American Society for Quality - Six Sigma Black Belt and Cummins certified Six Sigma MBB - PMI\'s PMPGitHub: https://github.com/Rajesh-SiraskarWork tools- Python, R, Matlab, Simulink - LLM (Large Language Models)- OpenAI, Llama - Graph DBs - Neo4j - Computer vision: OpenCV - Deep Learning and Reinforcement Learning: Keras, TensorFlow, TensorBoard, PyTorch and MATLAB - IoT development: PlatformIO, Mbed OS, ARM platform - Platforms: ML using Spark, Azure and AWS
Experience
Practice Director
Nov 2019 — Present · Pune, IN
Education
Coventry University
Master of Technology - MTech, Automotive Electronics
2018 — 2020
Savitribai Phule Pune University
Electronics and Telecommunications
1987 — 1990
SIT- Symbiosis Institute of Technology
PhD Student, Reinforcement Learning for Predictive Maintenance (Industry 4.0)
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