Vetted Business Intelligence Professionals

“Product-focused operator with ~20 years experience helping both large companies and newer market entrants launch successful products, with a strong emphasis on disciplined product-market fit in emerging markets. Has personal investing exposure as an LP in two private funds and is researching seed-stage angel investing, and is motivated to found a consumer/software venture built with lean execution and clear defensibility.”

“Senior data/AI and platform leader with Walmart- and T-Mobile-scale architecture experience, including building real-time inventory + forecasting platforms (Kafka/Cassandra/Hadoop) and Azure IoT systems. Known for translating board-level business goals into roadmaps that deliver measurable impact (e.g., $50M savings and $250M profit in a year; +2% conversion via Customer 360) and for hands-on problem solving in ML/forecasting (feature reduction and LASSO).”

“Built and deployed a healthcare NLP application that used an LLM-style physician interface feeding a random forest model to predict treatment plans for hard-to-triage patient subgroups, backed by a Databricks medallion pipeline and heavy feature engineering to address missing/low-integrity data across ~50K patients. Also delivered an earlier Microsoft AI Builder automation that improved transportation bill payment workflows by training non-technical payroll/procurement teams to use automated outstanding-payables reporting.”

“Atlassian ML/AI engineer who has shipped end-to-end production systems combining classical ML, streaming infrastructure, and LLM-based personalization to improve onboarding and free-to-paid conversion. Particularly strong in turning research-style RAG and reranking ideas into low-latency, reliable product systems with robust evaluation, safety guardrails, and reusable platform services for other teams.”

“Strategic finance leader with experience at Fiserv, American Express, Salesforce, and a fintech startup, combining enterprise-scale FP&A rigor with hands-on GTM and product economics work. Stands out for translating complex financial and market analysis into measurable outcomes, including a $20M product launch, 12% revenue growth from sales strategy insights, and process improvements that boosted planning productivity by 35%.”

“Former Staff frontend engineer at Fiddler.ai and Senior Software Engineer at Airbnb with a strong track record in data-heavy product surfaces. Built a 0-to-1 3D LLM evaluation visualization product that evolved from proof of value into an official roadmap item, and has deep experience scaling analytics tooling, API architecture, and frontend performance for large internal platforms.”

“Operations-focused executive and management consultant who has led operational buildouts across sectors: first CEO at a founder-led company, COO of a large nonprofit food bank, and co-founder of a 501(c)(3) that has run for over a decade serving thousands of at-risk children. Brings a structured, metrics-informed approach (process mapping, financial alignment, benchmarking, SWOT) and coaches leaders to connect vision and strategy to scalable operational execution.”

“Data science/NLP practitioner with experience at NVIDIA and Microsoft building production-grade NLP and data-linking systems. Has delivered high-performing pipelines (e.g., F1 0.92) and large-scale entity resolution (F1 0.89), plus semantic search using embeddings and Pinecone with ~30–40% relevance gains, backed by rigorous validation (A/B tests, ROUGE, MRR) and strong MLOps/workflow tooling (Airflow, Databricks, FastAPI, MLflow, Prometheus/ELK).”