Vetted Financial Modeling Professionals

“AI/ML Engineer who built a production RAG-based LLM system for insurance policy documents, turning thousands of messy PDFs into a searchable index using LangChain, Azure AI Search vectors, hybrid retrieval, and FastAPI. Strong focus on evaluation (MRR/precision@k/recall@k, REGAS) and performance optimization (vLLM), with prior clinical NLP experience using BERT-based NER validated on ground-truth datasets.”

“Engineering/technology leader with experience tying roadmaps to OKRs/KPIs, scaling cross-functional engineering teams, and driving go-to-market execution for Managed IT Services revenue growth. In an early-stage company setting, personally stood up core systems (CRM, lead gen, website) and multi-cloud infrastructure (GCP/AWS) while building investor materials (pitch deck, VDR, financials), resulting in an investor LOI within 8 months. Also led an on-prem deployment architecture redesign for a network monitoring (NPM) product to improve compatibility, scalability, and security.”

scott graham

Screened

Executive customer experience and operations leader in SaaS, EdTech, and enterprise support

New York, NY24y exp

“Founder/operator with an MS in Finance who has helped grow an early-stage company from startup toward scaleup on roughly $400K raised, while delivering 25%+ YoY ARR growth and 100% retention without new capital for 30 months. Differentiates through a sharp eye for overlooked but mission-critical work like data cleansing, strong financial modeling instincts, and a hands-on, trust-building consulting style that wins long-term contracts in underserved sectors.”

“Accounting and finance professional with startup founder-sourcing experience through StageSphere, combining grassroots community outreach with highly organized pipeline tracking. Also led employer relationship-building as Accounting Club president, helping create student-to-firm recruiting pipelines in Minneapolis while drawing on experience from PwC and Minnetronix Medical.”

Gustavo Lander

Screened

Mid-level Marketing & Data Analyst specializing in BI, sales planning, and process automation

Madrid, Spain6y exp

“Partnership and growth professional with experience closing 5+ sponsorship/partnership deals for a flagship conference (LPN Congress & Expo) through cold outreach and tailored packages, then measuring ROI via post-event lead/sales tracking. Also brings CPG and B2B marketing experience from Mondelez and agriNews, including data-driven in-store GTM diagnostics and iterative lead-gen funnel optimization (landing page + social + email).”

“Candidate participated in Launch Factory's venture studio selection process, which introduced them to a formalized startup methodology, and then went on to found and recently exit their own business. They are highly motivated to keep building companies, with a clear emphasis on creating products that serve a community and validating market need through product-market fit.”

Vincent Osere

Screened

Senior Operations Analyst specializing in business intelligence and financial services

Massachusetts, USA15y exp

“Analytics-focused candidate with hands-on experience turning messy datasets into reporting-ready outputs using SQL, building reproducible Python workflows, and operationalizing metrics in R Shiny dashboards. They stand out for combining structured data analysis with NLP and segmentation in marketplace-style datasets such as Airbnb, real estate, and sports salary data to drive pricing, engagement, and demand insights.”

“Strategic sourcing/procurement professional with experience at Gumpro and Micron leading indirect (MRO/CapEx) and critical component sourcing initiatives. Uses structured category strategy (spend/Kraljic/Pareto), RFX, risk management, and TCO/should-cost models; reports $10M+ savings and lead-time reduction from 60 days to 2 days while mitigating geopolitical/tariff exposure and strengthening supply resilience.”

“Engineering/IT leader with 12+ years of people management and deep ERP ecosystem experience, including SAP S/4HANA and large-scale integrations (APIs/EDI/e-commerce). Managed an 11-person cross-functional team supporting multiple business domains and led process improvements like support-cycle/ticketing and documentation, plus regression test automation strategy driven by business-critical prioritization.”

“Analytics professional from Capital One with strong experience automating risk, reconciliation, and regulatory reporting workflows in financial services. They combine deep SQL/Python pipeline skills with stakeholder-facing dashboard and KPI design, delivering measurable impact like 30% performance gains, sub-24-hour anomaly detection, and 100% data integrity for regulatory filings.”

Sarfaraz Karim

Screened

Mid-level Finance Analyst specializing in product, analytics, and technology strategy

Chicago, IL4y exp

“Startup-oriented business development candidate who built outreach and pipeline processes from scratch for early-stage companies including a law firm and consulting-related work. Stands out for highly persistent, research-driven prospecting across social, email, phone, and even in-person outreach, including winning a hotel client after failed remote attempts by showing up with a tailored strategy.”

“Analytics candidate with strong finance/operations reporting experience, focused on billing, margin, and revenue leakage use cases. They have built SQL and Python workflows that turned messy shipment, invoice, PO, and ERP data into trusted reporting layers, replacing manual Excel processes and driving adoption through transparent reconciliation and stakeholder collaboration.”

“Early-stage venture sourcing professional from Magnivia Ventures with a strong track record of proactively building founder relationships months before a raise. Stands out for combining high-volume outbound, sector mapping, and value-add relationship nurturing to win early access to seed opportunities and move promising founders into diligence quickly.”