Jessica Bratt
Fractional Systems Lead: Automating chaos into workflows.
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Full-Stack AI Prototyping & System Scaffolding
Leveraging Bolt.new (http://Bolt.new), Lovable, and Replit to rapidly scaffold, test, and deploy interactive web applications and microservices before scaling to production infrastructure.
Bolt: https://bolt.new/p/53158569
Replit: https://ecosystem-explorer--jessicannebratt.replit.app
Lovable: https://funding-journey-simulator.lovable.app/
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Main Project Details
Project Title: Multi-Entity Operational Infrastructure & Risk Optimization
Project Role: Fractional Operations Lead / Systems Administrator
Description: Stepped into a complex transitional corporate ecosystem to stabilize cross-entity tech operations, financial data stacks, and compliance structures across a 501(c)(3) and an L3C corporation. Rebuilt back-office infrastructure to transition leadership from reactive firefighting into automated, proactive system monitoring.
Key Architecture & Delivery:
Five-Zone Risk Framework: Formulated and deployed an operational visibility matrix categorized by risk level (Red for immediate exposure, Yellow for structural weakness, Green for stabilizers) to systematically audit legal, board, and operational liabilities.
Financial Data Stack Integration: Audited, mapped, and reconciled the high-level corporate data plumbing, connecting Ramp (expense management), Gusto (payroll), and QuickBooks (accounting ledger) into a single source of truth.
Systemic Issue Remediation: Investigated and resolved critical legacy data mismatches, including historical payroll configurations, insurance policies, and tax filing issues, to prevent future system failures.
Durable Governance Architecture: Replaced fragile, heroics-dependent operational processes with lean, autonomous workflow tracking and structured feedback loops that protect organizational continuity.
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Project Title: International Hardware Provisioning & Asynchronous Data Architecture
Project Role: Technical Operations & Systems Lead
Description: Designed a multi-layered global deployment strategy and tiered ecosystem model to operationalize localized tech frameworks. Managed the complex operational intersections of field hardware deployments, offline-first network environments, and cross-border regulatory data pipelines.
Key Architecture & Delivery:
Hardware & Wearable Provisioning: Formulated operational strategies for field app deployment, device provisioning, and firmware lifecycle management (including physical touchpoints like NFC tags/badges).
Offline-First Connectivity Architecture: Designed resilient, asynchronous data syncing loops ensuring content updates and localized translations sync reliably without breaking local nodes when redeployed in low-connectivity regions.
Multi-Layer Risk & Compliance Auditing: Mapped cross-border data risks to protect the operation from international compliance fines, ensuring US-based data structures aligned perfectly with regional data privacy laws.
Tiered Financial Infrastructure: Structured localized payout/facilitation layers compliant with local financial regulations, while auditing macro variables like duty fees, shipping tariffs, and hardware cost volatility.
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Project Title: Pay-Per-Use Microservices & Automated Risk Mitigation
Project Role: Feature Product Manager / AI Consultant
Description: Developed an architectural prototype that unbundles expensive human consulting logic into automated, highly repeatable, pay-gated API endpoints. Engineered a specialized microservice designed to sit upstream in curriculum production pipelines to automatically audit language for age-appropriate clarity.
Key Architecture & Delivery:
Risk Reduction Upstream: Targeted high-liability curriculum text descriptions to perform automated first-pass safety and clarity checks, mitigating institutional compliance risks.
HTTP 402 Pay-Gating: Designed an end-to-end sandbox pipeline utilizing an HTTP 402 "Payment Required" endpoint schema to enforce transaction rules at the API level.
Stripe Test Integration: Wired the data contract to a custom micro-billing architecture using Stripe in test mode to demonstrate seamless, low-cost microtransactions per API call.
Unbundled Monetization Model: Formulated a passive product strategy showing how traditional consulting judgment can be translated into fractional, automated software utilities that scale efficiently.
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Collaborated with clinical medical experts to identify high-signal market gaps in women's health data and address systemic medical biases. Spearheaded the technical prototyping and viability assessment of a specialized, data-clean medical assistant.
Key Architecture & Delivery:
Local Inference & Testing: Leveraged LM Studio and Qwen to construct, evaluate, and iterate on highly structured system prompts and context strings.
Context & Token Optimization: Engineered custom Python scripts to manage string context lengths, disabling default retrieval parameters to precisely restrict token outputs and eliminate robotic, low-empathy responses.
Fine-Tuning Infrastructure: Built and managed scrappy fine-tuning workflows within Google Colab and Hugging Face to test weight adjustments before scaling up to dedicated cloud GPU environments (RunPod).
Strategic Risk Evaluation: Audited the infrastructure requirements for end-to-end HIPAA compliance to determine the financial and architectural trade-offs between custom data hosting and open-source model renting.
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