Sri Vallabha Deevi, Ph.D. — Product Manager
Data Scientist with expertise in machine learning, statistical analysis, predictions, reduced order modeling and simulation of physical systems. Currently working on reinforcement learning for business applications. Developed regression and classification models for forecasting and prediction in various business scenarios. Trained deep learning models for object detection in industrial safety monitoring. Kaggle competition contributor. Worked on statistical analysis of experimental data from sprays - time series analysis, extreme value analysis, conditional probability & image processing to develop models for secondary atomization of liquid droplets. Worked on spray modeling as applied to gas turbines engines for Ph.D. Flow modeling using Large Eddy Simulation (LES), turbulence modeling with explicit filtering technique, and multi phase flow modeling using a dilute spray approximation with Eulerian description of gas phase and Lagrangian description for the fuel droplets. Established the application of explicit filtering LES method for dilute multiphase flows. Developed a CFD solver - 3D Cartesian, compact schemes, arbitrary grid stretching. Worked on plant modeling and simulation of vehicle systems and components. Developed mathematical models for physical systems and used these models for concept evaluation, optimization and control strategy development. Specialties: 1. Data Science & Machine Learning 2. Scientific Computing & Parallel Programming 3. Computational Fluid Dynamics (CFD) 4. Lumped Parameter Modeling (System Modeling) & Model Based Control Systems Development (MBCSD) 5. Graphics & Visualization
Stackforce AI infers this person is a Data Science expert with a focus on AI/ML solutions across various industries.
Location: Chennai, Tamil Nadu, India
Experience: 12 yrs 1 mo
Skills
- Machine Learning
- Business Development
- Data Science
- Data Analysis
- Statistical Analysis
- Mathematical Modeling
- Simulation
- Business Analysis
- Operations Management
Career Highlights
- Expert in machine learning and statistical analysis.
- Led teams to deliver AI solutions in various industries.
- Contributed to Kaggle competitions and academic projects.
Work Experience
Indian Institute of Technology, Madras
Adjunct Faculty (1 yr 7 mos)
Tiger Analytics
Director (2 yrs 2 mos)
Principal Data Scientist (1 yr 11 mos)
Lead Data Scientist (1 yr 11 mos)
Senior Data Scientist (11 mos)
Data Scientist (11 mos)
IIT Madras
Senior Scientist (2 yrs 5 mos)
Emmeskay Systems Solutions Pvt Ltd.
Engineer (1 yr 2 mos)
Deloitte
Business Analyst (8 mos)
Reliance Industries Ltd
Summer Intern (2 mos)
Education
Doctor of Philosophy (Ph.D.) at Indian Institute of Science (IISc)
Bachelor of Technology (B.Tech.) at Indian Institute of Technology, Madras
Mathematics at Gowtham Residential College
Intermediate at A V College of Arts Science and Commerce
IIT-JEE preparation at Ramaiah Institute, Hyderabad.
Class X at St Ann's School, Ponnur.
