AI and ML submissions for technical reviews
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🎬🎬 Submit ideas/projects on projects that generally under the bucket of The Fifth Elephant:
- Data engineering
- Data governance
- Machine Learning - conceptual application in different domains
- Artificial Intelligence
- AI research applications in organizations/domains
💭💭💭 You can submit an idea for speaking on any of the following topics:
- Next generation architectures such as lake houses, provenance, governance
- Synthetic data for training - GAN style edge case data
- Time series storage & visualization
- GenAI model efficiency - distillation, fine tuning
- On device/edge ML techniques
- Privacy centered ML
- Experimentation - defining and tracking metrics
- Applied ML: Robotics, Health, Finance, Retail, E-commerece
- MLOps
- LLM-Ops
- Managing Meta Data
- Global Risk Compliance (GRC)
- Big data in enterprises - security and risk management
- Deployment architecture of control plane plus data plane
- Workflow management using tools such as Temporal
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RG
Robin Gupta  World's first open source testing agentAbstract Test automation has long struggled with inefficiencies, fragmented toolsets, and the lack of intelligent adaptability. Hercules, an open-source project by TestZeus, redefines end-to-end testing by leveraging AI agents to execute Gherkin-defined tests, interact with browsers, APIs, or other interfaces, and analyze execution results. This presentation will highlight how Hercules addresses … more
Choose the topic your submission falls under: Next generation architectures
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RG
Robin Gupta World's first open source testing agentAbstract Test automation has long struggled with inefficiencies, fragmented toolsets, and the lack of intelligent adaptability. Hercules, an open-source project by TestZeus, redefines end-to-end testing by leveraging AI agents to execute Gherkin-defined tests, interact with browsers, APIs, or other interfaces, and analyze execution results. This presentation will highlight how Hercules addresses … more
Choose the topic your submission falls under: Next generation architectures
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SR
Shubham Rai Elasti, a k8s based scale to zero solution that works with kedahttps://github.com/truefoundry/elasti Elasti is a solution to enable kubernetes to safely scale services back from zero when traffic arrives. It relies on kubernetes built in resources only to perform this without any external dependencies. more
Choose the topic your submission falls under: DevOps for data engineering
I am submitting for: Review only
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