Case Study // System Blueprint

Graph.

Event-driven professional identity system built as a Founding Engineer. Replaces static resume PDFs with a dynamic timeline powered by RAG embeddings, AI skill enrichment, and persistent Graph IDs.

Next.jsTypeScriptRAG EmbeddingsVector SearchEvent-Driven ArchOpenAINode.js

Performance Benchmarks

Verified Benchmark

Founding Engineer

Verified Benchmark

Event-Driven Professional Identity Engine

Verified Benchmark

3-Horizon Timeline (Today, Event-Driven, Over-Time)

Problem Statement

The Challenge.

Careers aren't static PDFs, but traditional resume builders reduce professional lives to flat bullet points. Professionals deserve a living identity system that dynamically captures skills, impact, and growth over time.

System Architecture.

01

Single-upload ingestion engine parsing career history into structured time-series event entries

02

RAG embedding engine mapping career milestones to high-dimensional skill and impact vectors

03

LLM enrichment pipeline detecting skill gaps, quantifying achievements, and generating career trajectories

04

Persistent Graph ID architecture linking professional records across three temporal horizons (Today, Event-Driven, Over-Time)

05

Interactive Next.js identity dashboard rendering dynamic, verifiable career graphs

Engineering Challenges.

01 // Technical Bottleneck

Engineered event-driven state architecture to transform flat resume documents into dynamic time-series event streams

02 // Technical Bottleneck

Designed RAG retrieval and vector embedding space to accurately cluster career achievements and detect professional skill gaps

03 // Technical Bottleneck

Architected persistent Graph ID system ensuring immutable auditability and verifiable professional representation

Results & Impact.

  • Built and launched the flagship event-driven professional identity platform
  • Replaced static PDF resumes with dynamic 3-horizon interactive career graphs
  • Empowered professionals with AI-enriched impact analysis and verifiable career identity
Production AI Architecture

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