// 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

CiteCheck

RAG Application | AI Verification | Full-Stack Development

TechnologyRAG
StackAI
Platform—
Metric 01—Pending
Metric 02—Pending
Metric 03—Pending
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SYSTEM 02 // PROJECTRole: FEATURED PROJECT

Ajinam Herbal

Brand Identity | Visual Design | Brand Guidelines

Technology—
Stack—
Platform—
Metric 01—Pending
Metric 02—Pending
Metric 03—Pending
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SYSTEM 03 // PROJECTRole: FEATURED PROJECT

DevSage

VS Code Extension | AI Developer Tool | Workflow Optimization

TechnologyVS Code Extension
StackAI
Platform—
Metric 01—Pending
Metric 02—Pending
Metric 03—Pending
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SYSTEM 04 // PROJECTRole: FEATURED PROJECT

Dhristi

uX/uI Design | Visual Experience | Frontend

Technology—
Stack—
Platform—
Metric 01—Pending
Metric 02—Pending
Metric 03—Pending
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SYSTEM 05 // PROJECTRole: FEATURED PROJECT

CiteCheck — Document Search & Citation Verification System

Built a Python/FastAPI application exposing REST APIs to answer questions over uploaded academic PDFs and verify answer claims against retrieved source passages. Implemented SQLite-backed authentication with PBKDF2 password hashing and per-account data isolation. Containerized the application with Docker and implemented request rate-limiting for reliable operation within external API usage limits.

TechnologyPython
StackFastAPI
PlatformREST APIs
Metric 01—Pending
Metric 02—Pending
Metric 03—Pending

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SYSTEM 06 // PROJECTRole: FEATURED PROJECT

ReLiving History — Constraint-Guided RAG Framework

Developed a three-stage AI application combining semantic similarity, constraint validation, and LLM generation for a historical simulation system. Used Sentence-Transformers embeddings and cosine similarity against pre-computed historical hints, with a 0.70 similarity gate before LLM generation. Built RAG-based narrative generation using verified historical facts and structured JSON data.

TechnologyPython
StackFastAPI
PlatformSentence-Transformers
Metric 01—Pending
Metric 02—Pending
Metric 03—Pending
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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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