Samruddhi Gaikwad
AI/ML Engineer for Engineering Simulation | CAE Specialist | Python Automation | Durability & Structural Analysis
- Role
- Machine Learning Development and Integration Engineer at Stellantis
- Location
- Pune Division, MH, IN
- LinkedIn followers
- 500 followers
About Samruddhi Gaikwad
Mechanical Engineer with 4+ years of Computer-Aided Engineering (CAE) experience, specializing in integrating Artificial Intelligence (AI) and Machine Learning (ML) into durability analysis and structural simulation to accelerate product development and improve accuracy. Currently a Machine Learning Deployment and Integration Engineer, I collaborate with startups, software providers, and solver vendors to identify, implement, and scale AI-powered engineering solutions. Skilled in Python, TensorFlow, PyTorch, scikit-learn, Abaqus, ANSA, MetaPost, and nCode, with expertise in automation scripting, data pipelines, and simulation workflow optimization. Proven ability to reduce simulation cycles, enhance test correlation, optimize designs, and drive adoption of AI in engineering environments. Passionate about innovation at the intersection of engineering simulation, predictive modeling, and data-driven design, I focus on delivering measurable, scalable, and impactful solutions.
Experience
Machine Learning Development and Integration Engineer
Apr 2025 — Present · IN
Identify, assess, and integrate AI/ML solutions from industry, startups, and academia to improve simulation accuracy and efficiency.2. Deploy AI-powered tools in durability and structural simulation workflows, ensuring compatibility and adoption across global teams.3. Lead proof-of-concept model training and validation to measure performance impact and scalability.4. Collaborate with IT and automation teams to standardize AI deployments and streamline CAE processes.
Education
Pimpri Chinchwad Education Trust'S. Pimpri Chinchwad College Of Engineering
Bachelor of Engineering (B.E.), Mechanical Engineering
2013 — 2017
Vellore Institute of Technology
Master of Technology , CAD/CAM
2018 — 2020
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