Co-founder and product/technical lead
/2024-present; pilot-style testing, executive stakeholder demos, and due-diligence conversations
Stealth Healthcare Workflow Product
Applied AI workflow system for healthcare document operations.
Haider Abbas
AI product and strategy operator with a Yale MBA, SVB venture/startup banking experience, and hands-on applied AI builds across healthcare workflows, voice agents, and retrieval-based products.
I build from real workflows, size the business case, and turn messy operations into AI-enabled systems people can actually use.
Primary evidence
Live products + case studies
$2B
SVB portfolio
PE/VC fund-banking relationships
$25M+
Startup opportunities
Founder and investor ecosystem originations
10.4K hrs/yr
Workflow model
Department-level healthcare opportunity scenario
3
Applied AI builds
Healthcare workflows, voice agents, and RAG learning
Selected work
Three products, one operating pattern.
The pattern is consistent: find the broken workflow, map the user and stakeholder incentives, build the AI assist, design the human handoff, measure the operating impact, and turn the learning into a repeatable system.
Founder
/Aug 2025-present; live product built from family restaurant order-taking operations
Orderer.io
Live voice AI phone ordering built from restaurant operating experience.
Founder
/Dec 2024-Aug 2025; live product built during the Yale MBA recruiting cycle
ConsultX
Earlier AI build: voice/RAG learning system for MBA recruiting prep.
Evidence
Built systems with operational proof.
The portfolio shows live products, workflow surfaces, operating decisions, and investor/operator thinking across healthcare workflows, voice AI, and retrieval-based learning.
Workflow proof
Each case explains the operating problem, users, build decisions, reliability controls, and business impact.
Live surfaces
Orderer.io and ConsultX are public products; the regulated workflow case uses a product-style mockup.
Recruiter-ready
The goal is simple: show how I translate messy processes into AI systems, adoption plans, and business cases.
Experience
AI build experience with venture banking judgment.
The through-line is practical judgment: building from operator pain, underwriting venture and fund-banking relationships, then turning messy workflows into AI systems, business cases, and market narratives.
2024 - Present
Co-founder & Product/Technical Lead
Stealth Healthcare Workflow Product
Built an applied AI workflow product for healthcare document operations. Led stakeholder discovery, product specifications, workflow UX, full-stack implementation, human-review workflows, reliability controls, and enterprise-review materials through proof-site style testing and executive stakeholder demos.
Healthcare workflowHuman reviewAudit historyEnterprise stakeholders
Jan 2022 - Jul 2024
Associate, Venture Capital & Private Equity
Silicon Valley Bank
Progressed through ADP, Global Fund Banking, and Venture Capital roles while managing a roughly $2B PE/VC fund-banking portfolio. Built diligence and portfolio judgment across underwriting, credit approvals, covenant compliance, default review, legal-document analysis, and relationships with partners, GPs, CFOs, founders, and startup operators.
ADP -> GFB -> VC$2B PE/VC portfolioDiligence$25M+ originations
Aug 2025 - Present
Founder
Orderer.io
Built a live real-time phone AI ordering product for restaurants from direct family-restaurant operations experience. The system supports streaming calls, barge-in, transcripts, SMS/payment links, and web/admin workflows, with hundreds of test calls around a family restaurant use case.
Live productHundreds of callsRestaurant opsVoice AI
Dec 2024 - Aug 2025
Founder
ConsultX
Built an earlier voice and RAG learning product for MBA consulting candidates, combining case retrieval, live practice, scoring, feedback, and a public case-prep content library. The product came from the recruiting-cycle problem of finding credible practice and feedback on demand.
Voice/RAG500-case libraryMock interviewsMBA recruiting
2017 - 2022
Assistant Manager; Manager / Advisor
Pizza Boli's
Worked full time in family restaurant operations, managing roughly 20 employees across 10 drivers, 8 cooks, and 2 order takers. Negotiated supplier changes that reduced core food costs by about 8% on cheese, dough, and sauce, and redesigned phone-order coverage with VOIP/offshore staffing in Pakistan, directly informing the later Orderer.io voice AI product.
20-person team8% food-cost reductionVOIP/offshore coverageOrderer origin
Education
Yale School of Management (MBA) / University of Maryland (MS Finance) / University of Maryland (BS Information Science)