Venkat Reddy
Gen AI | RAG | LangChain | LangGraph | Machine Learning | Data Science | Deep learning| CNN | GAN | Image Segmentation | Object detection - YOLO | Python | Electric Vehicles | Powertrain | Fuel Cells
- Role
- Associate Consultant, Machine Learning at Tata Consultancy Services
- Location
- Bengaluru, KA, IN
- LinkedIn followers
- 500 followers
About Venkat Reddy
Senior Machine Learning Engineer & Team Leader with 5 Years of Experience: • Extensive…
Experience
Associate Consultant, Machine Learning
Sep 2019 — Present · Bengaluru, IN
Engaging with cross-functional teams to initiate new ML initiatives- Developing predictive models using Machine learning and Deep learning tailored to client specifications- Mentoring new team members in Data Preprocessing techniques such as EDA- Developed predictive machine learning models to design O-RING parameters to evaluate sealing performance parameters using ML and ANN models- Predicted Battery Module cell face pressure for different kind of foam material properties, interference between foams and cell foam thickness using ML models- Led complexity reduction initiatives by developing an AI/ML-enabled Part Reuse tool, integrating Open3D and point-cloud-utils to identify identical parts across platforms and provide better starting points within UG, optimizing resource utilization- Led image comparison projects using OpenCV, resulting in improved component design evaluation and enhanced product quality- Crack Detection and Projection from 2D to 3D using OpenCV & Open3D- Conducted comprehensive analysis and benchmarking of various machine learning algorithms, employing statistical techniques such as Bootstrap, Two-sample t-test, and Levene\'s test for performance comparison and optimization.
Education
Jawaharlal Nehru Technological University
BTech
Indian Institute of Technology, Kanpur
MTech
Skills
- Vb Scripting
- Powertrain
- Hypermesh
- Transmissions
- Finite Element Analysis
- Abaqus
- Non Linear Structural Analysis
- Simulations
- Simlab
- Mechanical Engineering
- Ansys
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