Portfolio & Case Studies

    Built products, research notes, and selective investments—structured for clarity.

    GigHz is the hub. Some items below are products we built and operate. Others are research briefs or positions we have taken over time. Nothing here is financial advice or a solicitation.

    A nationwide real-estate data engine built to remove guesswork—so investors can compare markets in minutes, not weeks.

    Real Assets

    A browser-based radiology reporting companion that turns dictated findings into a complete structured report with embedded diagnostic logic—built for real workflow.

    Radiology

    Physician-focused directory profiles built on U.S. provider registry data—designed to fix outdated listings and keep public identity accurate.

    MedTech

    Clinical education and reference platform for vascular and interventional radiology—paired with a medicolegal pathway for expert witness connection.

    Radiology

    Prior auth should fail less often. Nakod generates payer-specific checklists before submission and helps parse denials into clean, structured appeals.

    Radiology

    Money personality assessment exploring behavioral finance patterns for clearer decisions.

    Behavioral Finance FinTech

    Structured exercise database with evidence ratings to separate signal from noise.

    Health Wellness

    GigHz Labs: beat analyzer for hook windows, BPM/key, energy mapping, and loop-ready short-form cuts.

    AI Creator Tools Music

    Structured clinical decision support: 413 conditions, 40+ specialties. Evidence-based labs, imaging, specialist routing, and escalation triggers via REST API in <200ms. OpenEMR module included. 10 validation partner spots available.

    healthcare MedTech

    ASC and imaging center financial intelligence platform built on 327 million real hospital negotiated rate records — pro formas, rate benchmarks, and payor negotiations in under 30 seconds.

    AI FinTech MedTech

    Procedure setup card builder with 337 procedures across 10 specialties. Custom supply lists, physician-specific preferences, draggable room layouts with 3D view, SIR bleeding risk tagging, and one-tap PDF export. Runs entirely in the browser.

    healthcare Radiology

    Mobile-native ablation planning for IR. Capture CT images, outline the lesion, plan probes, and analyze coverage from your phone in under a minute.

    MedTech Radiology

    Clinician-facing PE triage calculator with ESC-style risk stratification, escalation triggers, and PERT/IR referral logic. Intentionally conservative — the default is medical management.

    MedTech Radiology

    Referral leakage and growth intelligence from de-identified EMR exports.

    MedTech Radiology

    SIR 2019 bedside workflow for hold planning, day-of clearance, and restart timing.

    Radiology

    A unified browser-based financial intelligence platform for physicians — combining a loan decision engine and tax strategy screener into a single experience with no login and no paywall on core features.

    AI FinTech MedTech

    Teleradiology brief: workflow, licensing/credentialing friction, QA, and practical AI leverage points.

    AI Radiology

    Graphene market brief: forms, QC questions, manufacturing scale, and where commercialization breaks.

    Graphene Materials

    Framework for evaluating deep tech claims: translation risk, milestones, unit economics, and adoption constraints.

    Deep Tech Markets

    Workflow-first AI in radiology brief: evaluation criteria, adoption constraints, and where AI helps today.

    AI Radiology

    Clinical context on biopsy tract closure: evidence needs, workflow fit, and adoption constraints.

    Devices MedTech Radiology

    Home tele-rehab context: evidence needs, payer pathway, workflow fit, and adoption risks.

    Digital Health MedTech

    Context brief on de-extinction/platform biotech: constraints, ethics, and translation risk.

    Biotech

    Context brief on anti-counterfeiting and carbon capture: proof requirements, integration friction, and economics.

    Climate Graphene Security

    Context brief on GBM therapeutics: evidence questions, trial reality, and translation risk.

    Biotech Oncology

    Graphene scale context: how to validate spec/QC, where scale-up breaks, and commercialization risks.

    Graphene Materials

    Written and reviewed by Pouyan Golshani, MD, Interventional Radiologist — Last updated April 8, 2026