From the studio

Writing

Deep dives into AI agent architecture, autonomous workflows, and the engineering decisions behind production-grade intelligent systems.

14 Jun 2026 · 18 min read

Local RAG: A Fully Offline, Privacy-First Document Q&A System

A hybrid-search RAG pipeline built on Streamlit, OpenSearch (BM25 + kNN with RRF fusion), and Ollama — every model, every byte of data, and every search stays on the machine.

PythonStreamlitOpenSearchOllamaSentence Transformers

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28 May 2026 · 16 min read

Discord Job Scout Bot with Google Gemini

Bringing multi-source AI job search into Discord with slash commands, a 5-board aggregation backend, link validation, and session-based conversational search — all powered by Google Gemini 2.5 Flash.

Google GeminiGoogle ADKNode.jsFastAPIdiscord.js

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24 May 2026 · 20 min read

Building an Autonomous Job Application Agent

A four-agent pipeline that discovers jobs, scores them semantically, tailors your resume, and submits applications through ATS portals — pausing for human approval before anything gets sent.

Google GeminiGoogle ADKFastAPIPostgreSQLPlaywright

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20 May 2026 · 17 min read

MahaRERA AI Negotiation Agent

Automating builder agreement analysis and legally-anchored negotiation drafting using a two-agent Gemini pipeline with structured workflow tracing.

Google GeminiGoogle ADKFastAPIPostgreSQLMongoDB

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