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Automation & Reliability Engineer turning LLMs into controlled systems
RAG, remediation automation, and operational AI
Python | Observability | Prod-design
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Mphasis
- Bangalore
- @ank_kumar
Highlights
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local-ai-assistant
local-ai-assistant PublicLocal tool-using AI agent with memory and deterministic behavior (no external APIs)
Python 1
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reliability-decision-control-plane
reliability-decision-control-plane PublicA prototype reliability control plane using AI reasoning with deterministic guardrails and confidence-based execution governance.
Python 1
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mistral-movie-agent
mistral-movie-agent PublicRetrieval-grounded recommendation engine preventing LLM hallucination
Python
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