Vetted Systems Engineers

“Engineer with 7 years of project experience who described owning a medical delivery UAV project from airfoil selection and stability analysis through CAD design, fabrication, flight testing, and post-launch iteration. Also led a master's thesis project end-to-end, including defining testing specs, coordinating with a specialized coating company, and driving improvements through feedback.”

“Backend/microservices engineer (Java/Spring Boot, Kafka, Angular microfrontends) with Teradata experience building distributed analytics/query routing platforms and delivering 20–30% latency reductions through event-driven redesign and reliability hardening. Also built and shipped an end-to-end multimodal medical imaging AI feature (LLaVA/Mistral 7B + LoRA) with production guardrails like confidence-based human review, drift monitoring, and audit logs.”

Somil Shah

Screened

Mid-level AI/ML Engineer specializing in generative AI, RAG platforms, and LLM agents

San Francisco, CA4y exp

“AI/LLM engineer who has shipped 10+ production applications, including InvestIQ on GCP—a production-grade RAG due-diligence engine that ethically scrapes web/PDF sources, builds a ChromaDB knowledge base, and delivers analyst-style dashboards plus a citation-backed chat copilot. Deep focus on reliability (evidence-only answers, hard citations, refusal gating), retrieval tuning, and orchestration (Airflow/Cloud Composer), plus multi-agent systems (CrewAI with 7 specialized finance agents).”

“Frontend developer who helped drive a high-stakes migration from a legacy CMS-rendered UI to a code-based implementation in Visual Studio Code, acting as a POC for asset tracking and rollout coordination. They emphasize hands-on testing, QA collaboration, reusable JavaScript UI work, and cross-browser fixes, and cite a successful production launch that received positive customer feedback and internal appreciation.”

“Built production AI systems for Macy's and Bloomingdale's, including an embeddings-based pipeline to clean trending search queries and an end-to-end 'Ask Macy's' multi-agent chat experience. Brings hands-on experience with real-world agent orchestration, tool integration, quality evaluation, and business-facing safeguards in a large-scale e-commerce environment.”

“Software developer with hands-on experience refactoring a legacy .NET CMS into a newer API-driven application (ASP.NET MVC, JavaScript/HTML), including dynamic asset migration and resolving team merge conflicts in Bitbucket. Built automated tests with PyTest and used Postman for API validation, and leveraged Splunk for production issue detection; also worked on an end-to-end ticketing/workflow management project with prioritization and verification steps.”

“Built both a React/Supabase kanban product and CodeVoyage, a multi-agent platform for navigating large TypeScript/Node.js codebases. Stands out for being unusually rigorous about AI-assisted development: they quantify AI usage, manually verify generated code, and have firsthand experience debugging failures in persistence layers, retrieval quality, and long-context agent orchestration.”

“Senior PM/PM executive with 25+ years leading large-scale enterprise and public-sector technology programs, spanning custom .NET software, RPA/low-code delivery, and major infrastructure migrations. Notable highlights include a $1.3M Indiana retirement systems project, recovery work on a $90M IBM integration effort in Thailand, and a 7-part $3.3M mainframe/data center migration delivered within 5% of budget.”