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Chris Robertson
Building AI systems

Chris Robertson

AI Engineer · Customer deployment & agent systems

Mountain Lakes, NJ | New York, NY

I build AI around real workflows: enterprise deployment at Athena Intelligence, reporting automation at Perrigo, and PersonalOS for agents, data and human feedback. My focus is forward-deployed engineering — understand the problem, integrate the system and help people operate it.

Built & deployed AI agents into secure Fortune 500 VPC environments
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Selected work

All work & research interests →

Technical Skills

> Agentic Systems

Multi-Agent Orchestration Tool-Use (Function Calling) Autonomous Planning Python (FastAPI) PostgreSQL / Vector DBs Docker
Capabilities Matrix

> Models & Integration

Model APIs & Tool Integration Evaluation & Feedback Structured Outputs Long-term Memory (RAG) System Prompt Engineering Computer Vision / NLP

Professional Experience

Athena Intelligence — Forward Deployed Engineer

Sep 2025 - May 2026
  • Deployed Athena's Olympus AI platform into Fortune 500 VPC environments, architecting secure data pipelines that kept sensitive customer and operations 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) — AI Trainer & RLHF Specialist

Apr 2024 - Sep 2025
  • Contributed to post-training alignment (RLHF) for large language models, authoring and ranking high-quality code responses across complex math, Python, and SQL domains
  • Curated reasoning and instruction-tuning datasets; evaluated model capabilities in logical reasoning, code correctness, and data analysis

Perrigo — Finance Technology Consultant

Nov 2024 - Jun 2025
  • Automated invoice auditing and reconciliation for SAP using Python; integrated OCR (Tesseract) and layout parsing to dynamically detect and resolve unit-of-measure discrepancies
  • Built vision-based data pipelines that automated screenshot capture, PDF extraction, and text cleaning across three ERP networks, reducing a multi-day manual reporting process to minutes

Education & Projects

Autonomous Music Pipeline

The Right to Think cover art
Professors of Pop

“The Right to Think”

Written, produced and released end to end by agents I built: one picks the theme and drafts the lyric, Suno renders the track, a job queue stages it for a human pass, and DistroKid distributes it to Spotify and Apple Music. Nobody opens a DAW. It is the same orchestration — planning, tool use, review gates, delivery — I deploy for enterprise clients, aimed at something you can listen to.

Interests & Community

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Athletic Discipline

Competitive lacrosse player bringing the same intensity, focus, and team-oriented collaboration from the field to software architecture.

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Philanthropy

Actively involved in local charities and community outreach, believing that technology should ultimately serve and uplift the human experience.

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Professors of Pop

Autonomous music: agents that write, produce and distribute under the name Professors of Pop.