Vetted Forecasting Professionals

“Entrepreneur in debt settlement and consumer lending who expects future funding needs and is oriented toward PE/VC rather than debt until revenues stabilize. Previously left Mosaic to found and scale a process improvement/performance management/tech stack consulting business, using conference speaking and relationship-based selling to win clients and then hiring staff/contractors to expand delivery.”

“Revenue growth and RevOps veteran (25+ years) relaunching Impactus Growth Advisors, a services firm for early-to-growth-stage startups focused on execution-heavy revenue ops. Has validated tiered service packages through years of fractional consulting and is planning an AI-based Q&A app as an entry point to scale GTM and service delivery, with intent to bootstrap or potentially raise via angels.”

“Senior Account Manager with hands-on ownership of a $50K/month CPG paid media program spanning OTT/CTV, programmatic display, SEM, Meta (and TikTok), combining rigorous test design with cross-functional execution (media planning + ad ops + channel teams). Delivered concrete gains including 25–30% lift in FTA and a 15% reduction in CTV CPM, leading to increased client budgets and an upsell into audio.”

“Retail sourcing leader (currently a General Manager) with 11 years at a South Korea-based retailer and 20+ years in non-food product sourcing. Experienced owning end-to-end sourcing from supplier discovery and commercial negotiation through mass production, audits (BV/UL), and on-time delivery to distribution centers, with strong trade compliance/landed-cost focus (HTS, COO, FTA, tariffs/duties).”

“Built a production, real-time insurance claims document-understanding and fraud-detection pipeline using TensorFlow + fine-tuned BERT, deployed on AWS (SageMaker/Lambda/API Gateway) with automated retraining via MLflow and Jenkins. Addressed noisy documents and latency using augmentation and model distillation (3x faster), cutting claims ops manual review by ~50% and reducing fraudulent payouts.”

“Entrepreneur/fintech product builder who raised a $100K pre-seed from ex-Google/Microsoft execs and built a real-time, direct-to-vendor bill pay micropayments platform. Previously helped scale Norton LifeLock to 1M users (2003) and also created Karma LA, a fraud-resistant, verified donation system (including VA veteran verification) aimed at improving trust and conversion in giving.”

“Backend/data engineer in healthcare who built an AWS-based clinical analytics platform from scratch (DynamoDB/S3/Airflow/dbt) with sub-second clinician query goals, 99.9% uptime, and HIPAA-grade controls (KMS encryption, IAM RBAC, audit trails). Also modernized ML delivery by replacing a manual 4-hour deployment with a 30-minute Docker/GitHub Actions CI/CD pipeline using parallel runs, parity testing, and rollback, and caught critical EHR data edge cases (date formats/timezones) that could have impacted patient care.”

“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.”

“Software developer with hands-on experience owning customer-facing work end-to-end (requirements, implementation, testing, and feedback-driven iteration) using Python and React.js. Also described remodeling an internal legacy page/tool to improve performance and accuracy, and has exposure to microservices and RabbitMQ plus ETL-based system work.”

“HR leader/HRBP with global team management experience who has driven high-impact people operations initiatives across many functions (Sales through Engineering and Legal). Implemented a company’s first HRIS and ATS integration while scaling hiring (52 FTEs in <10 months), cutting operating costs 35% and improving retention. Also led year-long post-merger integration of culture and core people programs and managed multiple layoffs with strong compliance and zero legal claims.”

“ML/NLP engineer with hands-on experience building production systems for unstructured insurance claims and customer data linking. Delivered measurable impact at scale (millions of documents), combining transformer-based NLP, vector search (FAISS/Pinecone), and human-in-the-loop validation, and has strong production workflow/observability practices (Airflow, AWS Batch, Grafana/Prometheus).”

“Founder who built and operated a marketing agency (Six Degrees) end-to-end, setting up legal/infrastructure foundations and implementing SOPs, KPIs, and repeatable operating rhythms. Emphasizes operational excellence, predictable delivery, and prioritization based on customer impact, revenue risk, and compliance/safety.”

“Built a production RAG-based healthcare chatbot to retrieve patient medical documents spread across multiple platforms, reducing manual and error-prone searching. Implemented semantic search with custom embeddings (Hugging Face) and Pinecone, deployed via FastAPI/Docker on AWS SageMaker with MLflow tracking, and optimized fine-tuning cost using LoRA while orchestrating retraining pipelines in Airflow.”

“Currently at Magnum managing a small global team (NY/London/Paris) and leading analytics operations, including financial reporting for a Shopify-based ecommerce platform. Partnered directly with a newly appointed CFO and COO during a significant org change involving elimination of three global director roles, coached the COO through difficult conversations, and supported a senior promotion that included navigating an H-1B visa process.”

“GenAI/LLM engineer who built and deployed a production RAG system for enterprise document search and decision support, cutting manual lookup time by 40%+. Experienced with LangChain/LangGraph agent orchestration plus Airflow/Prefect for ingestion and incremental reindexing, with a strong focus on reliability (testing, observability) and stakeholder-driven metrics.”

“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.”

“LLM/GenAI engineer who built a production AI-powered credit risk policy summarization and compliance alerting platform at HCL Tech, focused on factual accuracy and auditability for a financial client. Implemented a multi-retriever LangChain RAG architecture with citations-only prompting, fallback agents, and human-in-the-loop legal review—cutting manual review time by 35% and scaling to 12 teams.”

“Engineering/technology leader with experience at Evocative and through a merger with Hivelocity, aligning tech roadmaps to managed services growth. Led multi-region self-hosted cloud and automation initiatives that cut delivery time from days to hours/minutes and informed cost-saving infrastructure decisions (reported $500K OPEX savings). Known for scaling teams with pod ownership, agile/intake governance, and disciplined rollout practices that protect uptime and security.”

“LLM/agentic AI builder who led end-to-end integration of an LLM system into a business intelligence product, creating a scalable, metadata-driven RAG/agent pipeline with an orchestrator that routes queries to specialized agents (including DB-backed quantitative querying). Also built an LLM-to-SQL chatbot and partnered with non-technical stakeholders to capture domain context and improve SQL generation, using automated LLM-based testing to evaluate reliability.”

“Sourcing professional who led Home Depot WPC flooring launches and custom direct-ship container projects, combining landed-cost/tariff modeling with hands-on supplier onboarding and third-party testing coordination. Known for data-driven negotiations (e.g., securing a 30-point margin and winning price concessions that drove repeat 20-container orders) and for streamlining cross-functional onboarding via Jira to cut cycle time by 25%.”

“Senior Business Strategist (Robotproof) who effectively operated in a Chief-of-Staff-like capacity for both internal executives and Samsung’s President/CMO/Head of Strategy, running multi-workstream initiatives across strategy, marketing, and VR product/engineering. Built KPI/OKR dashboards and executive briefing rhythms to accelerate decisions and delivered an 8% sales lift via a targeted regional strategy pilot that included localized assets, an incentivized sales program, and a bespoke VR training tool.”

“Performance marketer managing high-spend, multi-platform paid media for major brands (e.g., Navistar, Buick), with end-to-end ownership from strategy to reporting. Uses multivariate testing and trend-based budget reallocations to drive measurable lifts (27–60% KPI improvements) and significant outperformance (2.8x vs forecast), and has experience removing conversion friction by replacing lead forms with landing page + chat-based flows.”

“Client Service Associate at GuidePoint (expert network) supporting hedge fund/client research by sourcing and vetting industry experts via warm calls and multi-channel outreach (LinkedIn, email, phone, text), then scheduling and connecting experts to clients. Previously interned at Aramark where he improved cross-team coordination by introducing structured communication (e.g., morning meetings) and uses AI/automation to speed up day-to-day workflow.”