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Hi! I'm
Aditya
I'm into Machine Learning and I like building Python apps.
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About Me
I'm an automation/controls engineer with a background in physics. At SLAC, I write PLC code (Siemens Step 7 / TIA Portal), integrate EPICS interfaces, and work with safety systems hardware to ensure safe, reliable accelerator operations. I enjoy creating Python tools and exploring practical ML applications. I like building things that connect people, data, and machines.
Projects
Explore my projects by category
Machine Learning
Free Electron Laser Bayesian Optimization Tuner
Oct 2024
BoTorch-based Python application for accelerator operations using Bayesian optimization with Gaussian process regression.
Technologies:
PythonBoTorchGaussian Process
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Experience & Education
Python for GUI Development
PyQt5Custom Widget DevelopmentEvent-Driven ProgrammingInteractive Dashboards
Data Visualization & Statistical Modeling
MatplotlibSeabornPlotlyPandasNumPySciPyStatistical Analysis
Machine Learning
Supervised LearningClassificationUnsupervised LearningBayesian OptimizationPyTorchBOTorchTensorFlow
Generative AI
Retrieval Augmented GenerationAgentsPrompt EngineeringAI IntegrationLangChainCrewAILlamaIndexHuggingface
Automation Engineering
PLC ProgrammingSiemens TIA PortalStep 7EPICSSafety SystemsInterlock DesignI/O ConfigurationHMI Development
Accelerator Physics
Beam DynamicsParticle AccelerationElectromagnetic FieldsX-ray PhysicsVUV SystemsAccelerator OperationsBeam DiagnosticsSystem Monitoring