Vetted Requirements Gathering Professionals

Rubeena Riyas

Screened References

Senior AI Engineer specializing in LLM agents, RAG, and scalable data platforms

7y exp

“ML/data engineer who owned an end-to-end production sales analytics pipeline at 15,000+ user scale, delivering ~50% compute reduction, ~80% faster reporting, and ~$1.2M impact. Also shipped a production RAG-based AI assistant over internal BigQuery/docs with evaluation metrics and safety guardrails, and built shared Python libraries to standardize reliability and accelerate engineering teams.”

Khaliun Gerel

Screened ReferencesStrong rec.

Senior Full-Stack Engineer specializing in cloud, web, and mobile platforms

New York, NY7y exp

“Full-stack product engineer who has owned end-to-end delivery of multi-client platforms: Finy (agriculture platform with 3 role-based web dashboards plus 2 field mobile apps) and Ugoku (Japanese studio platform with React/TypeScript dashboards, Node/Mongo backend, and mobile AR video playback). Strong in scalable architecture and performance—offline-first mobile for low connectivity, and AWS-based asynchronous video/AR processing with S3/CloudFront—plus building internal ops tools adopted quickly due to measurable workflow improvements.”

Eden Jones

Screened ReferencesStrong rec.

Mid-level Client Solutions Manager specializing in Life Sciences

San Francisco, CA2y exp

“Customer Success / client services leader in an expert-network/SaaS environment who owns enterprise accounts end-to-end (onboarding through renewal) and drives land-and-expand growth. Demonstrated measurable impact across renewals (2.5x expansion), rapid user adoption (1 to 20+ users in 3 months), and cross-functional product/data initiatives (refreshing millions of physician profiles to cut delivery time in half and support 125% QoQ growth). Strong in translating customer feedback and campaign analytics into product and workflow improvements that create long-term champions.”

“Implementation leader with 7 years of experience delivering enterprise B2B/SaaS rollouts across dental healthcare, AR commerce, restaurant management, and fintech-related environments. Has managed everything from small multi-week deployments to 450+ location enterprise implementations, including high-visibility alpha launches at Snap where executive communication, governance, and cross-functional coordination were critical.”

Bradley Govender

Screened ReferencesStrong rec.

Executive data and AI leader specializing in enterprise analytics transformation

Land O' Lakes, FL11y exp

“Product/data/analytics transformation leader with 6+ years driving large-scale modernization across media, healthcare, financial services, and consumer digital products. Notably led a challenging customer analytics transformation at Paramount Streaming and has hands-on experience prototyping LLM-powered analytics workflows while emphasizing governance, semantic layers, and human-in-the-loop deployment.”

Vijay Mohan

Screened ReferencesStrong rec.

Executive technology leader specializing in AI, cloud platforms, and enterprise software

Nashua, NH25y exp

“Founder of Braindump (redfly.ai), an AI companion for memory and personal organization, who has already raised $60,000 from Alchemist Accelerator. Brings hands-on experience with customer discovery, technical validation, and VC pitching, and stands out for a first-principles approach to building products with dramatic performance and cost improvements.”

“Product leader with a strong blend of AI/ML product strategy, UX optimization, and design org building. They drove a matching product enhancement that increased daily matches from 2,400 to 7,800, and separately improved Amex onboarding conversion from 67% to 92% through targeted user research and copy changes. They also turned a vulnerable design team into an integral cross-functional capability by hiring talent and operationalizing design support across product teams.”

“CFO for PE-owned Catalyze Holdings (distributed generation solar + battery storage for C&I) brought in to professionalize a founder-led startup into an IPO-ready organization. Implemented IPO-readiness governance plus Procore and NetSuite (on time/on budget), established KPI and stage-gate operating rhythms, and drove change management that improved process clarity and reduced G&A spend.”

“Operations/finance leader with experience building the operational backbone for fast-growing firms, including setting up recordkeeping, internal controls, and brokerage-specific clearing firm decisions. Helped scale an entity from ~$30M to nearly ~$300M and later modernized consulting-firm expense operations by implementing Concur integrated with ERP, with a hands-on approach to systems selection and change management.”

Lawrence Haley

Screened ReferencesStrong rec.

Director-level Talent Acquisition & Recruiting Operations leader

New York, NY22y exp

“Recruiting leader with experience managing a small team (3 direct reports) and partnering closely with HRBPs and senior leadership to align hiring with team dynamics and culture. Has driven recruiting process improvements focused on streamlining the lifecycle and reducing time-to-fill, and helped implement a junior executive fast-track program sponsored by the company president.”

“Full-stack engineer with hands-on experience spanning real-time AI products, large-scale payments migration, internal research infrastructure, and open-source ML tooling. Particularly compelling is the mix of low-latency React/Node/TypeScript systems work, zero-downtime migration of 50,000 accounts across 12 regions, and proactive contributions to Kubeflow build and security reliability.”

“Hands-on LLM practitioner who built a production document-processing pipeline in Python, tackling long-document handling and latency with chunking/batching and a user-driven correction feedback loop. Experienced operationalizing AI workflows with Kubernetes (CronJobs, autoscaling, scheduled data cleaning and weekly retraining) and applying structured testing/evaluation (E2E, LLM-as-judge, HITL) while communicating solutions clearly to non-technical clients using visual diagrams.”

“Recent Cornell graduate with roughly 18 months of unusually high-impact Solutions Engineering experience, already owning enterprise AI engagements for Citi and Samsung at WorldLink US. Stands out for combining technical pre-sales with hands-on prototyping and delivery, including local on-device AI for Samsung QA and helping take an AI security product from architecture to first $100K close.”

“Built and productionized an LLM-enabled system visualization web app at Longshot, designed modularly to pivot quickly to a mobile-friendly interface as customer needs changed. Experienced in diagnosing LLM/agentic workflow failures using observability, deterministic replay, and fault-tree root cause analysis. Also delivers developer-focused demos and trainings (including robotics deployment/mapping at Meta) and partners with sales as a technical closer, including for government clients by demonstrating failure modes and system modularity.”

“Startup-focused technology leader who has supported two startups over ~10 years, including conducting initial M&A/technology-fit research and serving as CTO to build required platforms. Recently automated manual marketing lead processing with agentic AI and drove workflow standardization through user interviews to align teams on a common process.”

“Zero Trust security product lead focused on UI/API delivery, stability, and customer adoption at enterprise scale, including deployments serving 1200 customers. Stands out for hands-on production debugging across the full stack, customer-facing incident ownership, and a pragmatic approach to turning failures into automated regression coverage.”

Vivian Lazarevic

Screened

Senior Project Manager specializing in healthcare, biotech, and financial services

Poughkeepsie, NY14y exp

“Project/program management leader with cross-industry experience spanning private equity, biotech, healthcare, insurance, and consulting. Has evolved from implementation support at KKR into owning enterprise governance, IPO-readiness workstreams, and multi-project delivery in highly regulated environments, with exposure to initiatives tied to more than $650M in cumulative budgets.”