Vetted Regulatory Compliance Professionals

“People/HR leader with deep org design and change-management experience, including leading a full-company restructuring at Mirimus in direct partnership with the CEO and VPs. Known for combining systems thinking with rigorous people analytics (engagement, churn, capacity, performance signals) to diagnose root causes, redesign operating models, and coach senior leaders through high-stakes transitions and ER situations.”

“Former accountant/auditor turned CFO/President/operator who repeatedly joins early-stage, science-led companies to build enterprise-grade operations from scratch. At BIOHM Health, led end-to-end operational process buildout and automated a gut-test sequencing workflow portal (logistics through automated reporting), while coordinating contract manufacturing and third-party lab capacity to support rapid growth.”

“LLM/agent engineer at USAA who built a production GPT-4o RAG conversational assistant for financial analysts, focused on regulatory interpretation and internal documentation search. Emphasizes compliance-grade reliability with strict grounding, safe fallbacks, and full auditability via MLflow/DVC plus human-in-the-loop review; reports ~45% reduction in ticket resolution time.”

“Brazil-based tech leader who helped build Bankly’s end-to-end Banking-as-a-Service platform—delivering a plug-and-play solution in 6 months and architecting for ~5k requests/second; Bankly later became the largest BaaS in Brazil. Also runs a closed, personal-capital private trading group focused on automating investment decisions with AI trading bots, but is currently prioritizing international career growth over entrepreneurship.”

“Cross-functional operator at Andium who led founder-level initiatives spanning next-gen product launch + legacy sunset, built decision-driven operating cadences (dashboards, memos, blocker tracking), and drove international expansion after a Series B led by Saudi Aramco. Also supported a $6M strategic opportunity in Australia by coordinating pricing, product feedback loops, and internal alignment across an AI-enabled SaaS + hardware business.”

“Built and deployed a production RAG-based enterprise document intelligence platform for financial/compliance/operational documents on AWS (Spark/Glue ingestion, embeddings + vector DB, LangChain orchestration, REST APIs on Docker/Kubernetes). Deep hands-on experience orchestrating multi-step and multi-agent LLM workflows (LangChain, LangGraph, CrewAI) with strong focus on grounding, evaluation, observability, and cost/latency optimization, and has partnered closely with non-technical finance/compliance teams to drive adoption.”

“Built and deployed a production Llama 3-based RAG document Q&A system using FAISS, addressing context-window limits through chunking and keeping retrieval accurate by regularly refreshing embeddings. Has hands-on orchestration experience with LangChain and LlamaIndex for multi-step LLM workflows (including memory management) and collaborates with non-technical teams (e.g., marketing) to deliver AI solutions like recommendation systems.”

“Industrial design + mechanical engineering product developer with 15 years in venture-backed startups and venture studios, including CTO-level leadership and a recent equity exit. Now building a sustainability/recycling technology venture with a prototype and patent counsel engaged, currently in the City of Austin Circular Economy Accelerator and aiming to secure a municipal waste-management pilot partner at an upcoming pitch event.”

“Candidate indicated they have an existing startup but have not raised capital. They expressed strong concerns about AI-enabled social engineering and ended the screening due to perceived irrelevance of the startup-focused questions to the job.”

“Built and shipped a production LangGraph-based multi-agent LLM analytics/decision copilot that answers questions across SQL/BI systems and unstructured docs, emphasizing grounded, tool-verified outputs with citations and confidence gating. Deep hands-on experience with orchestration (LangGraph, CrewAI, OpenAI Assistants, MCP) plus real-world latency/cost optimization (vLLM batching/KV caching, speculative decoding, quantization) and rigorous eval/observability. Partnered closely with business/ops stakeholders to deliver explainable reporting automation, cutting manual reporting time by 50%+.”

“CRM/lifecycle marketer with experience reactivating inactive members in a gaming/loyalty context, using RFM-style segmentation and multi-channel journeys (email plus host phone outreach). Demonstrated measurable lift (20% reactivation/engagement) and optimization through A/B testing of incentive strategy, while coordinating closely with Creative, Operations, and Compliance during major campaigns.”