Chris Robertson
Agentic AI Engineer
Mountain Lakes, NJ | New York, NY
Multi-agent orchestration is the future of enterprise software. I specialize in building autonomous workflows, reasoning pipelines, and highly scaled systems using state-of-the-art foundation models.
Core Proficiencies
> Agentic Systems
> SOTA Models & Intelligence
Professional Experience
Athena Intelligence — Forward Deployed Engineer
- Deployed Athena's Olympus AI platform into Fortune 500 VPC environments (Lowe's, KPMG), architecting secure data pipelines that kept sensitive data entirely within client perimeters
- Designed and shipped production AI agents with formalized Agentic Operating Procedures (AOPs), establishing repeatable patterns for scaling AI-first analytical workflows across client teams
- Owned the full deployment lifecycle: wrote production Python, managed third-party integrations, and served as the primary technical interface between Athena engineering and enterprise stakeholders
- Led client-facing training sessions and live platform demos, translating complex multi-agent capabilities into actionable business value for non-technical audiences
Scale AI (Outlier) — Data Scientist
- Contributed to LLM alignment through RLHF: authored, reviewed, and ranked model-generated Python and SQL code across data science and analytics domains
- Engineered evaluation prompts and fine-tuning datasets that improved model performance on complex reasoning, code generation, and data analysis tasks
Perrigo — Finance Technology Consultant
- Automated SAP invoice reconciliation for unit-of-measure discrepancies using a Python+SAP integration, eliminating manual data entry and recovering 5–15% processing efficiency
- Built end-to-end financial reporting automation across 3 SAP systems — from screenshot capture to PDF generation, data cleaning, and pivot table assembly — replacing a multi-day manual tie-out process
Education & Agentic Capabilities
MIT Applied Data Science Program
Jun 2023
Boston College
May 2016
🎬 Recommendation Agent
Autonomous content curation and semantic filtering agent.
⭐ Sentiment Analysis Agent
NLP agent for large-scale corpus sentiment evaluation.
🌾 Computer Vision Agent
Vision agent for automated agricultural quality control.
⚡ Predictive Forecasting Agent
Time-series agent for predicting real-time grid demand.
Proof of Concepts & Integrations
Live API Orchestration
LiveAsync parallel calls to NASA APOD, ESPN, and Open-Meteo weather APIs — rendered in real-time.
Full-Stack Build: Harrington Rice
End-to-end design, build, and deployment of a client-facing web application.
AI Agent Architecture: Assistant
A production-grade AI pipeline driving the assistant on this very page. Demonstrates RAG, vector DB querying, and streaming responses.
[2] Semantic Search -> Pinecone Index
[3] Context Injection -> LiteLLM Orchestrator
[4] Streaming SSE -> Frontend UI
Media Integration: Professors of Pop
Exploring audio synthesis and storytelling. Seamless iframe embedding of 3rd-party media APIs.
Beyond The Code
Athletic Discipline
Competitive lacrosse player bringing the same intensity, focus, and team-oriented collaboration from the field to software architecture.
Philanthropy
Actively involved in local charities and community outreach, believing that technology should ultimately serve and uplift the human experience.
Professors of Pop
Exploring audio synthesis, production, and sonic storytelling. Listen on Spotify.