RECRUITER-SPECIFIC PORTFOLIO VIEW

AI Platform Architecture

Principal AI Platform Architect

Build-to-ship AI platforms connecting models, data, APIs, evaluation, observability, and governed operations.

This view emphasizes full-stack AI platform architecture, backend product engineering, RAG and evaluation infrastructure, cloud delivery, and production-readiness controls.

SELECTED PROOF

Projects most relevant to this role.

6 systems selected from the curated engineering catalog.

01 · Enterprise AI Platform ArchitectureIn build

NEXUS — Enterprise AI Platform Architecture System

A governed architecture system that turns ambiguous enterprise AI initiatives into requirements, architecture decisions, risk controls, evaluation evidence, and staged delivery.

A reusable AI platform architecture system built around a governed lifecycle from intake and discovery through architecture, prototyping, evaluation, integration, productionization, rollout, and continuous improvement.

PythonAgentic AIMCPArchitecture GovernancePolicy BoundariesEvalOps
02 · Enterprise AI OperationsValidated

SecureTheCloud Operational Intelligence Fabric

Full-stack AI operations platform connecting telemetry, policy, AI investigation, human approval, and evidence replay.

A governed operations platform for regulated environments with a Go operational API, Python AI investigation service, Next.js workspace, OPA policy correlation, audit records, and human-in-the-loop decisions.

GoPythonNext.jsFastAPIOPADocker
03 · LLM Quality & Release EngineeringLive

LLM EvalOps & Release Evidence Platform

Deterministic evaluation, RAG quality, safety red-team testing, regression gates, and fail-closed release evidence.

A production-style Python evaluation platform with provider abstraction, JSONL datasets, prompt boundaries, model comparison, RAG metrics, safety checks, experiment tracking, model aliases, CI gates, and a public release dashboard.

PythonPytestRAG EvaluationGitHub ActionsOpenAI AdapterJSONL
04 · Backend AI Product EngineeringIn build

Agentic Career Intelligence Platform

A real backend product moving from job ingestion to explainable, persisted, personalized career recommendations.

An enterprise-style FastAPI platform with PostgreSQL, SQLAlchemy, Alembic, Redis, Docker, company and job services, deterministic scoring, career-profile APIs, personalized matching, persisted evidence, seed data, and smoke tests.

PythonFastAPIPostgreSQLSQLAlchemyAlembicRedis
05 · Regulated Healthcare AIIn build

AI-Assisted Psychiatry Intake & Charting Platform

A clinician-controlled AWS healthcare workflow for telehealth intake, transcription, structured chart drafting, approval, and auditability.

A HIPAA-aligned architecture and active build for behavioral-health intake and clinical documentation, combining secure portals, video consultation, medical transcription, speaker separation, structured AI chart drafts, clinician review, encrypted PHI, access controls, audit logging, and EHR/FHIR integration patterns.

AWSAmazon CognitoHealthScribeTranscribe MedicalKMSCloudWatch
06 · Healthcare AI AssuranceLive

ClinicalTrust Agent Evaluation Lab

Live healthcare RAG and agent evaluation with evidence export, integrity verification, and tamper detection.

A split-deployed healthcare governance demo evaluating groundedness, relevance, citation quality, hallucination risk, policy compliance, and reviewer approval using synthetic scenarios.

PythonRAGEvaluationEvidence PackagesSHA-256Cloudflare Pages

NEXT STEP

Need a focused architecture conversation?

I can walk through the implementation choices, tradeoffs, evidence, boundaries, and production-hardening path behind these systems.

Contact Ola