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Laurence Kim

AI Solutions Architect

San Francisco, CA

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Resume

Currently leading AI platforms at Omnicom & tinkering with agentic tools

Work Experience

Omnicom (Octagon)

Lead AI Solutions Architect

Oct 2025 - Present

San Francisco, CA

Shipping modular AI platform spanning sponsorship intelligence, forecasting, and analytics with multi-LLM agentic orchestration.

Santa Clara University

Graduate AI Research Assistant & TA

Aug 2022 - Mar 2025

Santa Clara, CA

Engineered CNN hardware on PYNQ-Z2 with 70% less latency. Optimized Llama2 & Mistral with 30% memory reduction.

AMD

Software Applications Engineer HPC/ML

Mar 2022 - Dec 2022

Santa Clara, CA

Cut support tickets 42% with Python automation. Doubled scalability via Docker/Kubernetes migration.

Renesas

Product Development Engineer

Jun 2021 - Jan 2022

Santa Clara, CA

Solo-engineered wireless charging Smart Glasses prototype showcased at CES 2022, generating leads from Snapchat & Meta.

Projects

AgentPulse

AgentPulse

Swift Python Claude CLI

Native macOS menubar app monitoring Claude Code sessions in real time via multi-process hook architecture with TTY device matching, live activity tracking, and smart notifications.

GitHub
SpiralSight

SpiralSight

Python SQLite Neo4j React XGBoost

AI-driven NFL player projection platform with 593% betting strategy return. 1M+ data points, 17 position-specific XGBoost models, Neo4j graph analytics, and a React/Tailwind dashboard.

GitHub

Education

Santa Clara University logo

M.S. Electrical and Computer Engineering

Santa Clara University

Focus: Digital Systems / Machine Learning

B.S. Electrical and Computer Engineering

Santa Clara University

Relevant Coursework: Distributed Systems, Machine Learning, Deep Learning, Natural Language Processing, Pattern Recognition & Data Mining, Design and Analysis of Algorithms, Advanced Computer Architecture, Operating Systems, Computer Networks

Skills

Languages

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Python

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C++

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SQL

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JavaScript

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React

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HTML/CSS

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Verilog

Frameworks

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PyTorch

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TensorFlow

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HuggingFace

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Scikit-learn

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Pandas

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REST / gRPC

DevOps / Cloud

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AWS

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Azure

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GCP

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Docker

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Kubernetes

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Jenkins CI/CD

AI / LLM

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n8n

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RAG / Vector DB

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Claude API

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OpenAI API

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Gemini

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LLM-as-Judge

Contact

lkimcareer@gmail.com

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