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Saikiran Gopalakrishnan
Senior Digital Twin & Simulation Engineer specializing in AI-driven manufacturing automation
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About
PhD-trained engineer with ~3.5 years of consulting experience building simulation/ML-driven manufacturing software. Deployed an ML surrogate model as a .NET C# DLL integrated with MES workflows, and resolved a critical pre-production latency issue by redesigning serialization/storage. Also built Python-based integrations across CAD/CAE tools and cloud material databases using an XML data model, with a strong interest in digital twins and real-to-sim/sim-to-real robotics workflows.
Experience
Education
Key Strengths
- End-to-end deployment of ML surrogate model into production via .NET C# DLL for manufacturing users
- Diagnosed and resolved production-blocking latency by changing serialization/storage approach (file-based to byte-based)
- Performance validation via unit tests under varying loads and stress testing with customer team
- Deep experience integrating CAD/CAE tools and cloud material databases via Python APIs and custom wrappers
- Designed XML-based data model/schemas and built Python APIs for structured cross-tool data exchange
- Strong customer-facing consulting approach: workshops, gap identification, scope discovery, and transparent communication
- Experience collaborating with MES teams and aligning solutions to both technical stakeholders and end users
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