About

Why UNMIRI exists

UNMIRI builds precision oncology infrastructure that healthcare software companies can trust, biotech medical affairs teams can defend, and pathologists can rely on. The company started with a caregiver's view of modern oncology, and the infrastructure problem that follows.

For most of 2024, Umair was the primary caregiver for his grandmother during her cancer treatment. She had light chain nephropathy, a hematologic malignancy monitored through serum kappa light chain levels and treated with chemotherapy, steroids, and dialysis. Umair took her to oncology four or five days a week while working remotely as a software architect. Her treatment team did remarkable work, and she had an extraordinary clinical response.

What he learned in those months changed how the founding team thought about cancer care.

Modern oncology has made stunning advances: targeted therapies, genomic profiling, biomarker-driven treatment selection. But the information that drives every treatment decision lives in long, vendor-specific reports that busy oncologists rarely have time to read carefully. Meaningful details get missed. Coordination between specialists runs on caregivers forwarding PDFs. The gap between what precision oncology could be and what it often is isn't a science problem. It's an infrastructure problem, and a software problem.

UNMIRI is built to close that gap. The first piece the team could actually solve was the one closest to engineering hands: turning the soup of vendor-specific genomic reports (Foundation Medicine, Tempus, Caris, Guardant, Natera) into one structured, citable, FHIR-aligned representation that any clinical software can build on. From there, three other surfaces followed: a decision-support API for the same software companies, a literature surveillance platform for biotech medical affairs teams, and a free interpretation tool for the pathologists and oncology fellows who interpret these reports daily.

This is the infrastructure Umair wishes his grandmother's oncologists had had. UNMIRI is being built so other families can have it.

— The UNMIRI Team

How we work

Engineering decisions, defended in public.

UNMIRI is built with a preference for inspectable systems where clinical safety matters. The knowledge graph is queryable. The templates are testable. Use of language models is narrow and clearly bounded.

Open clinical evidence

Every recommendation traces back to a public, citable source: CIViC, ClinVar, ClinicalTrials.gov, openFDA, CPIC. Customers can verify any output against the underlying record on the source's own site.

Deterministic where it matters

Final clinical output is rendered by templates, not by language models. LLMs are scoped narrowly to extraction edge cases. Identical inputs produce identical outputs, with audit logs that let any case be replayed later.

Honest about state

Pre-revenue, pre-pilot, bootstrapped. No fabricated logos, quotes, or metrics anywhere on this site. Subprocessor list and BAA status are public at /security/subprocessors and updated as agreements get signed.

Team

Two founders, software-first, recruiting clinical advisors.

UNMIRI is built by a two-person founding team: an operations and finance leader with deep federal grant compliance experience, and a software architect with 14+ years building production systems. The hardest problems in this space are software problems, but clinical accuracy has to be built in from day one, which is why the company is speaking to multiple board-certified pathologists with deep oncology informatics experience about formal advisory roles.

  • Nida Uddin, Founder and CEO of UNMIRI

    Nida Uddin

    Founder and Chief Executive Officer

    Nida leads UNMIRI's strategy, operations, and commercial engagement. 16+ years in finance and operations across federally-funded organizations, recently Assistant Controller at the Delaware Valley Industrial Resource Center (a NIST Manufacturing Extension Partnership center for Greater Philadelphia), where she led the Sage Intacct implementation. ISO 9001 Lead Auditor and Internal Auditor certified. Her grant compliance and quality management background underpins UNMIRI's institutional foundation.

  • Umair Khan, Founder and CTO of UNMIRI

    Umair Khan

    Founder and Chief Technology Officer

    Umair leads UNMIRI's technology architecture, product engineering, and intellectual property strategy. 14+ years in software engineering, currently Director of Consumer Technology at Dealer Tire, where he leads platform architecture, product engineering, and AI-driven product initiatives at scale. Johns Hopkins data science specialization and Stanford machine learning certified. His software architecture and applied ML background underpin UNMIRI's GraphRAG infrastructure and deterministic rendering layer.

Recruiting

  • Clinical Advisor

    Engagement formalizing

    Speaking to multiple board-certified pathologists with deep oncology informatics experience. Public introduction added once an engagement is formalized and the advisor approves being named.

Halal-aligned operations

A note on how the company is funded.

UNMIRI is built on principled business practices including halal-aligned operations, meaning we structure our financial arrangements, partnerships, and capital strategy in accordance with Islamic ethical principles. That means no riba (interest-bearing instruments) and careful counterparty selection. For most customers this is invisible. For some it's a feature.

Where we started, and where we're going.

UNMIRI started with cross-vendor NGS report unification: the problem Umair ran into through caregiving. The company is building toward a complete precision oncology platform. APIs that other software companies plug into. Intelligence tools for biotech medical affairs. A free tool for the pathologists who interpret these reports daily.

Stage today: bootstrapped, pre-revenue, building. The NGS interpretation API is the most developed surface and the primary focus of engineering work this year. The literature surveillance platform has the shortest path to first revenue and is being built in parallel. The free pathologist tool follows once the cross-vendor parsing layer is reliable enough to put in front of clinicians without supervision.

UNMIRI LLC is a Pennsylvania limited liability company formed in August 2023, headquartered in Langhorne, Pennsylvania. Pennsylvania Entity #0013556484. Press inquiries: hello@unmiri.com with subject line “Press.”