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Hi there! I'm Paul Molina, a self-taught software engineer with hands-on experience in full-stack development, AI/ML pipelines, and automation. I enjoy turning abstract problems into practical, scalable software solutions and delivering measurable business impact. At McKinsey, I built Python and Azure-based tools to extract insights from contracts and invoices, while automating internal workflows to improve reliability. I'm passionate about collaborating with cross-functional teams—AI researchers, data scientists, and consultants—to refine prompts, validation rules, and model behavior. I also bring experience in SaaS support, device provisioning, and client-facing problem solving, and I thrive on building tools that empower non-technical stakeholders to review complex data quickly.…Hi there! I'm Paul Molina, a self-taught software engineer with hands-on experience in full-stack development, AI/ML pipelines, and automation. I enjoy turning abstract problems into practical, scalable software solutions and delivering measurable business impact. At McKinsey, I built Python and Azure-based tools to extract insights from contracts and invoices, while automating internal workflows to improve reliability. I'm passionate about collaborating with cross-functional teams—AI researchers, data scientists, and consultants—to refine prompts, validation rules, and model behavior. I also bring experience in SaaS support, device provisioning, and client-facing problem solving, and I thrive on building tools that empower non-technical stakeholders to review complex data quickly.

Paul Molina

Full Stack Developer, Web Developer, AI Engineer, +2

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Hi there! I'm Paul Molina, a self-taught software engineer with hands-on experience in full-stack development, AI/ML pipelines, and automation. I enjoy turning abstract problems into practical, scalable software solutions and delivering measurable business impact. At McKinsey, I built Python and Azure-based tools to extract insights from contracts and invoices, while automating internal workflows to improve reliability. I'm passionate about collaborating with cross-functional teams—AI researchers, data scientists, and consultants—to refine prompts, validation rules, and model behavior. I also bring experience in SaaS support, device provisioning, and client-facing problem solving, and I thrive on building tools that empower non-technical stakeholders to review complex data quickly.…Hi there! I'm Paul Molina, a self-taught software engineer with hands-on experience in full-stack development, AI/ML pipelines, and automation. I enjoy turning abstract problems into practical, scalable software solutions and delivering measurable business impact. At McKinsey, I built Python and Azure-based tools to extract insights from contracts and invoices, while automating internal workflows to improve reliability. I'm passionate about collaborating with cross-functional teams—AI researchers, data scientists, and consultants—to refine prompts, validation rules, and model behavior. I also bring experience in SaaS support, device provisioning, and client-facing problem solving, and I thrive on building tools that empower non-technical stakeholders to review complex data quickly.

Available to hire

Hi there! I’m Paul Molina, a self-taught software engineer with hands-on experience in full-stack development, AI/ML pipelines, and automation. I enjoy turning abstract problems into practical, scalable software solutions and delivering measurable business impact. At McKinsey, I built Python and Azure-based tools to extract insights from contracts and invoices, while automating internal workflows to improve reliability.

I’m passionate about collaborating with cross-functional teams—AI researchers, data scientists, and consultants—to refine prompts, validation rules, and model behavior. I also bring experience in SaaS support, device provisioning, and client-facing problem solving, and I thrive on building tools that empower non-technical stakeholders to review complex data quickly.

Skills

Python

Docker

Experience Level

Python

Expert

Docker

Expert

Language

Spanish; Castilian

Advanced

Work Experience

Software Engineer at McKinsey & Co

January 1, 2024 - April 1, 2025

Automated and maintained internal PKI certificate workflows, reducing expiration incidents and improving system reliability. Built an AI-driven contract analysis pipeline by creating a Python workflow to ingest contracts and invoices, parse them with Azure OpenAI, and convert unstructured text into structured JSON, increasing speed and accuracy of financial term extraction. Implemented logic to compare extracted contract terms against invoice data to identify overcharges and vendor refund opportunities across large datasets. Uploaded structured outputs into an analytics dashboard to visualize discrepancies and refund amounts, enabling non-technical stakeholders to review contract compliance. Collaborated with AI researchers, data scientists, and consultants to refine prompts, validation rules, and model behavior, improving extraction accuracy and tool reliability.

Device Staging Technician (Contract) at Stratix - TRC Staffing

September 1, 2023 - November 1, 2023

Provisioned enterprise devices, prepared and staged tablets, smartphones, and aviation devices by installing required software and configurations. Streamlined multi-device setup workflows and connected/configured batches of devices using automated provisioning tools. Ensured device security and compliance by verifying functionality and enforcing corporate security settings. Supported inventory and hardware operations by tracking devices, maintaining logs, and coordinating workflow steps to improve accuracy and reduce delays.

Case Manager at Forge Consulting, LLC

January 1, 2022 - September 1, 2022

Managed complex legal settlement cases, guiding families with structured settlements through financial planning and required documentation. Developed customized long-term financial plans, modeled education funding and income needs using life insurance and annuity software, and prepared FIA and SPIA quotes for settlement planners. Coordinated case documentation for court approval and ensured all forms and plans met compliance and court standards. Maintained accurate CRM and reporting data to support weekly settlement planning reviews.

Help Desk Support at Redtail Technology

October 1, 2018 - December 1, 2021

Provided frontline technical support for a financial CRM platform. Assisted advisors with software issues, user management, and feature questions in a high-volume environment. Resolved complex issues via screen shares and live troubleshooting, using Zoom to diagnose problems and optimize workflows. Handled account administration tasks (password resets, provisioning, roles, security) and educated users on CRM best practices. Documented support activity in Zendesk for cross-team visibility and escalations.