Devendra Choudhary
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// PRODUCTION DEPLOYMENTS & ARCHITECTURAL CASE STUDIES · SECTION 04

Flagship Systems & Production Impact

Technical architecture breakdowns of production systems, projects, and repositories this candidate has attached to their dossier.

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SYSTEM 01 // PROJECTRole: FEATURED PROJECT

ClauseGuard — Multi-Agent RAG Document Assistant

Built a full-stack multi-agent RAG application for semantic search and Q&A over PDFs, combining FastAPI, LangGraph, and PostgreSQL with pgvector for cosine-similarity vector search. Engineered an asynchronous document ingestion pipeline using Docling for PDF parsing and HuggingFace SentenceTransformers for embeddings. Designed a LangGraph ReAct agent powered by Groq's Llama 3.1 for low-latency tool calling.

TechnologyPython
StackFastAPI
PlatformLangGraph
Metric 01—Pending
Metric 02—Pending
Metric 03—Pending
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SYSTEM 02 // PROJECTRole: FEATURED PROJECT

ThreatVision — AI-Powered Cloud Security Monitoring System

Building a real-time cloud security monitoring platform using ML anomaly detection (Isolation Forest + UBA) to identify bruteforce attacks, unauthorised access, and malicious activity across system logs. Engineered a threat-scoring engine analysing login patterns, IP geolocation, and event correlations. Developing a centralised security dashboard for real-time threat visualisation; containerised with Docker, deployed on AWS.

TechnologyPython
Stackscikit-learn
PlatformFastAPI
Metric 01—Pending
Metric 02—Pending
Metric 03—Pending
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// INTERVIEW ENGINE

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// RECRUITMENT & ADVISORY ENGAGEMENTS

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Full verification packet containing source artifacts, production traces, and formal proofs available for prospective leadership roles once attested.

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