Vetted Compliance Professionals

“Interned at Larsen & Toubro where they built and deployed an agentic RAG document question-answering system to reduce time spent searching documents and improve trustworthiness. Implemented ReAct-style multi-step orchestration with LangChain/LlamaIndex plus evidence-bounded generation, grounding/citations, and rigorous evaluation—cutting latency ~40%, hallucinations ~35%, and unsafe outputs ~40% while collaborating closely with non-technical business/ops stakeholders.”

“Fintech startup veteran (8+ years) building TrustRelay, a control-plane product between ERPs and banks to verify vendors, enforce pre-flight payout policies, automate reconciliation, and produce deterministic audit evidence. Currently at MVP stage and planning to pursue Founders Institute Boston Sprint 2026 while lining up design partners and raising pre-seed/seed.”

“Full-stack engineer (3+ years) who owned an AI-powered customer financial health dashboard end-to-end at Regions Bank, combining React/Java Spring Boot with LangChain + Pinecone for personalized insights. Strong production operations experience on AWS EKS with CI/CD and observability (OpenTelemetry/Prometheus/Grafana), delivering measurable outcomes including 22% support reduction and 99.9% uptime, plus robust third-party financial/clinical integrations.”

“Repeat early-stage startup CTO/first engineer who helped take Vettery from 0 to a $100M+ exit. Led product-oriented engineering with heavy investment in data science/ML, including a recommendations system and candidate evaluation model (90%+ predictive effectiveness), and scaled the modeling stack using parallel processing and Apache Airflow.”

“Built and productionized an AI agent-based in-app assistant at ISAFE to guide users through document workflows, piloting with a partner school district and then rolling out across districts. Combines hands-on LLM/agent debugging (logs, fallback rates, state/context tracking) with strong technical demos and sales enablement through live workflows and pilot programs (e.g., Osceola School District).”

“Fractional HR/People Ops leader specializing in early-stage startups scaling rapidly without existing infrastructure. Has implemented ADP HRIS, standardized onboarding/recruiting/benefits/performance systems, and built multi-state compliance foundations—driving measurable outcomes like ~40% faster onboarding, time-to-hire reductions (56 to 34 days), and +12% retention while enabling founders to run processes independently.”

“Enterprise platform engineering leader who identified platform engineering as a major opportunity at Kyndryl and built an entire internal practice around it by codifying the offering and evangelizing it across leadership. Now exploring founding an agentic AI developer platform aimed at reducing variance and improving consistency in building/deploying cloud-native applications; has not raised capital yet.”

“NCAA coach (20+ years, non-hockey sport) pivoting into hockey advising/agency work, bringing deep recruiting and talent-identification experience including scholarship negotiation and helping athletes secure pro opportunities and transfers. Uses a data-driven evaluation model (on-ice metrics, wearables, video) and emphasizes trust-based relationship building with families and decision-makers.”

“Operations leader specializing in building scalable internal systems for startups, from being Spoonflower’s first ops hire (5th employee) to launching its first international Berlin/EMEA office from scratch. At bookingkit, drove measurable operational improvements by implementing a customized OKR framework (+18% goal achievement) and deploying automation/AI tools like Contractbook and kapa.ai to eliminate manual work and save engineering time.”

“Founder of Nexus Security Advisors, an early-stage cybersecurity consulting firm focused on supporting small and mid-sized businesses with practical security needs. Brings cybersecurity leadership plus AI governance and compliance focus, and has experience designing and delivering hands-on cyber threat intelligence training by validating needs with leadership and partnering to build a practical curriculum.”

“ML/LLM engineer who has shipped production RAG systems (LangChain + HF Transformers + FAISS) with hybrid retrieval and cross-encoder re-ranking, deployed via FastAPI/Docker/Kubernetes and monitored with MLflow. Also partnered with wealth advisors at Edward Jones to deliver a client retention model with SHAP-driven explanations and a dashboard that improved trust, adoption, and reduced high-value client churn.”

“IBM Power/AIX engineer with hands-on ownership across compute and SAN, including resolving a high-severity ERP latency incident by tracing it to SAN slow-drain on Cisco switches and orchestrating a port redistribution fix. Experienced running production HA/DR with HACMP and LPAR mobility (quarterly failover tests plus annual SunGard DR simulations) and building Bash-based monitoring/alerting automation to prevent outages.”

“LLM workflow/agentic systems practitioner who has helped customers harden an LLM-based incident triage prototype into a trusted daily-use production system by adding observability, audits, confidence gating, and deterministic fallbacks. Brings an SRE-style approach to real-time debugging (trace replay, rollback/canary, safe toggles) and is experienced running developer-centric demos/workshops and partnering with sales on technical qualification and security/architecture artifacts.”

“Senior technology leader and hands-on builder spanning enterprise architecture and product/engineering leadership across healthcare and entertainment. Has led high-impact cloud and security architecture decisions (including establishing a private cloud to address scalability/security at massive scale) and scaled orgs 300% using pod-based team structures. Currently building an AI-supported hydroponics/vertical farming IoT framework (ESP32 + Azure) and a musician collaboration platform (React + Neo4j + AWS).”

“People leader with experience managing globally distributed teams across the US, Canada, and Brazil, including product/design/analytics functions. Partnered directly with executives to plan org restructures during multiple layoff rounds—owning future org design, role impact mapping, and company-wide communication planning to maintain clarity through change.”

“Global Talent Acquisition Operations leader with ~10 years leading TA strategy across North America, EMEA, and APAC; built and manages a 14-person worldwide TA team at Computershare. Known for modernizing recruiting operations with AI-driven sourcing, market intelligence (TalentNeuron), and digital interviewing—most notably redesigning India hiring workflows to cut time-to-fill by 35%—and for leading major ATS transformation work including Oracle Taleo to Oracle Fusion migration with UAT and hypercare.”

“Hands-on HR/operations executive (CHRO profile) with experience modernizing internal operations by leading an ADP-to-UKG payroll/HRIS migration that expanded capabilities across recruiting, onboarding, and benefits. Strong in vendor evaluation, change management, and de-risking implementations via parallel payroll runs, executive sponsorship, and field-focused training; also mentors leadership teams on operations and P&L-driven execution.”

“HR/People leader with experience at The Princeton Review driving enterprise-wide compensation and benefits transformations. Built a scalable compensation system using market benchmarking and change management, and led a broker/carrier overhaul that cut benefits costs by $300K+ while improving employee satisfaction. Also experienced in high-stakes employee relations investigations and executive coaching (including a General Counsel) to restore trust and improve leadership effectiveness.”

“Technically oriented operator with experience driving a strategic migration to Microsoft Azure to modernize a company toward microservices and CI/CD, improving scalability and positioning for long-term optimization. Evaluates product ideas through an operational lens (efficiency, decision support, process optimization) and emphasizes building viable products with paying customers while maintaining revenue resilience.”

“Open-source JavaScript contributor focused on performance and maintainability in data visualization libraries—refactored legacy ES5 into modular ES6, added tests/docs, and delivered ~30% faster load times with positive community adoption. Also optimized a React dashboard (~40% load-time reduction) and took ownership in an ambiguous AI product initiative by setting milestones, standing up an initial ML pipeline, and shipping a prototype in ~6 weeks that became the basis for production.”

“Sourcing/procurement professional who owned end-to-end supplier management across concept through launch while running 20 projects concurrently. Known for hands-on supplier recovery (including onsite interventions) and process improvements that delivered measurable results (30% cycle-time reduction) plus strong cost focus via total landed cost analysis and international logistics optimization.”

“Built a production "sentinel insight engine" to tame information overload from millions of product reviews and support transcripts, combining Azure OpenAI (GPT-3.5) zero-shot classification with a fine-tuned T5 summarizer to generate weekly actionable product insights. Demonstrated strong MLOps/production engineering by adding drift monitoring with embedding-based detection, integrating REST with legacy SOAP/queue-based CRM via FastAPI middleware, and scaling reliably on Kubernetes with HPA.”

“Healthcare-focused data engineer/ML practitioner with experience at Lightbeam Health Solutions and Humana building production entity-resolution and semantic similarity pipelines across EMR, lab, and claims data. Uses NLP/ML (spaCy, scikit-learn, BioBERT/LightGBM) plus Snowflake/Airflow and vector search (Pinecone) to improve linkage accuracy (reported 90%) and semantic match quality (reported +12–15%), while reducing manual cleanup by 40%+.”

“Customer success/account and product leader who rebuilt from a failed startup into a consulting + SaaS business (~$300K) and later oversaw account management/renewals across a manufacturing software portfolio that scaled to $22M (mentions clients like Segway and Invisalign). Brings scaled-agile cross-functional leadership, strong change-management/training focus, and Salesforce analytics/reporting to drive adoption, retention, and roadmap improvements.”