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Types Of Thinking
Types Of Thinking
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Interview – Introduction Speech
Interview – Introduction Speech Self Intro: Hi I am “Subrat Kumar Sahoo”, I am a “Technical Architect” & “Data Scientist”, over 13 years of Enterprise IT Experience. Over the last 6 years focused on Data Science, Machine Learning, Generative AI, Agentic AI, and cloud-native AI architecture. Data Science Experties: I started my journey in the Data Science and Applied Machine Learning space, where I worked extensively on solving business problems using data-driven approaches and predictive analytics. Generative AI Experties: On the Generative AI side, I work with frontier models across OpenAI’s GPT-4o and the current GPT-5 series, Anthropic’s Claude —
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Ally AI – Secure RAG & Query Path Layer
Ally AI – Secure RAG & Query Path Layer
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Ally AI – Knowledge Storage & Search Service Layer.
Ally AI – Knowledge Storage & Search Service Layer
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Ally AI – AI Model & Response Generation Layer
Ally AI – AI Model & Response Generation Layer
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Allay AI – Enterprise Knowledge Layer
Ally AI – Enterprise Knowledge Layer Background Ingestion Flow Live Query & Retrival Flow GCP Service Mapping
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Ally AI – Application Layer
Ally AI – Application Layer (0) What The Allay AI Application Layer Does ? (1) Web Server & User Interface (2) FastAPI API Server (3) Chat API & Streaming Response (4) Chat & Agent Orchestration (5) Agent, Called “Personas” In The Backend (6) Chat Sections, Messages & History (7) Admin APIs (8) Search & Tool API Gateway (9) Application Level Permission Enforcement
