Dr. Harkaran Singh Mann | Radiologist & Healthcare-AI Builder

Projects

What I have built

Real screens from the running software. Anything touching patients stays behind a login, so no patient data appears here.

MRI denoising: noisy synthetic phantom, denoised result and the noise removed

AnubiS AI Denoise

MRI denoising and 2x in-plane interpolation that runs inside the PACS workflow. Tag a study in the archive and the worker returns a new, clearly labelled derived series. Originals are never modified, and a quality gate (SSIM, edge preservation) blocks any result that fails.

Chosen after an in-house evaluation on 18 real MR series: quality gate passed 18 of 18, median SNR gain +8.8 dB, SSIM 0.99, with no blur or grid artefacts. It beat the 3D U-Net it replaced.

PythonPyTorch / MONAINon-local meansOrthanc

Demo shows a synthetic phantom, no patient data. Outputs are marked not for diagnosis.

FibroAI

AI-assisted elastography reporting in 10 languages. Structured PDF reports with clinician-led review. Live in production.

FastAPIOracle CloudGroq / NVIDIA / OpenRouter

Visit fibroai.com →

Radiology AI Reporting

Voice-first reporting: Whisper dictation into a findings pad, rule-based section mapping, a cloud second opinion and an offline FAISS path for templates. Role-based access.

FastAPIWhisperFAISSGroq

Foetal Medicine Reports

Ultrasound biometry entry, INTERGROWTH-21st growth charts, risk assessment, DICOM/machine import and PDF reports.

FastAPIDICOMINTERGROWTH-21stPDF

AnubiS web DICOM viewer showing a synthetic CT phantom

AnubiS DICOM Viewer

Web DICOM viewing for the centre: OHIF / Cornerstone3D with an Orthanc DICOMweb archive, plus a GPU-side AI enhancement worker. Screenshot shows a synthetic phantom; the live archive is staff-only behind Cloudflare Access.

OHIF v3OrthancPyTorch / MONAI

Mann Scanning Centre →

NSE Paper-Trading Dashboard

Risk-first position sizing, stop-loss rules and an opening-range scanner for NSE. Paper simulation only: no live broker, no real funds, not investment advice.

PythonStandard libraryPaper only

Cinematic frames generated with the AI Video Engine pipeline

CreatorOS AI Video Engine

My local video-production orchestrator. It takes numbered scene images or clips plus a prompt sheet and builds the asset plan, WanGP / LTX generation queues, audio routing, captions, Premiere / FCPXML timelines and a Remotion preview, then exports a single folder. Part of CreatorOS, my suite of AI content skills.

FastAPIWanGP / LTXRemotion

AI digital twin

Health-education reels

A cloned voice, a talking-head pipeline and a Remotion card engine produce evidence-led reels on bone density, blood pressure, coffee and the liver, and more.

Reel: blood pressure and the brain — Blood pressure & the brain

General health education, not medical advice. It does not replace an examination or advice from your own doctor.

Beyond medicine

Books, film & children's songs

The creative work I make outside the reporting room: science fiction as Dr H.S. Mann, children's books as Dr Harkaran Singh Mann.

Books

Andromeda's Last Light, second edition, book cover — Andromeda's Last LightScience-fiction novel · 2nd editionAmazon author page →

Exile of the Katani and Other Tales from Mossania, book cover — Exile of the KataniAnd Other Tales from MossaniaView on Amazon →

Squeakey and Owiee: The Halloween Haunt, children's book cover — Squeakey and OwieeThe Halloween Haunt · children'sView on Amazon →

The Chef's Daughters: Lovely and Salty, book cover — The Chef's Daughters: Lovely and SaltyIllustrated children's book · 2nd editionView on Amazon →

Coming soonThe World We Promised to Remember

Upcoming novelIn development · no release date

Science fiction as Dr H.S. Mann: Amazon author page · Goodreads.
Children's books as Dr Harkaran Singh Mann: Amazon author page, including CVC Critters, Furry Phonics Fun and Squeakey and Owiee: Guardians of the Forest.
Second editions of Andromeda's Last Light and The Chef's Daughters are in production; links point to the current editions.

Lovely & Salty, the film

Lovely and Salty film title card, Chapter One: The Naming of Lovely

Still from the Lovely and Salty film: the two sisters reading a recipe book in the kitchen

A chapter-by-chapter AI-assisted animated adaptation of the story, finished with upscaling, titles and a sound pass. Not released yet: watch links will appear here.

DreamDoor Kids Watch on YouTube →

DreamDoor Kids short: 9 planets song — 9 Planets

DreamDoor Kids short: Happy Farm song — Happy Farm Song

DreamDoor Kids short: Dino Days — Dino Days

Original kids' songs set to animated shorts, from planets to farms to sleepy dinosaurs. Watch the full channel on YouTube.

About

A radiologist who ships code

I am a consultant radiologist (M.D. Radiodiagnosis) at Mann Scanning Centre, an NABH-accredited imaging centre in Jalandhar. The tools above start as friction at the reporting desk and end up as software others can use.

Meet the team at Mann Scanning Centre →

Consultancy

Consult with Dr. Harkaran Mann

Private advisory sessions, by telephone or online, for healthcare organisations, founders and technology teams. Engagements are scoped to your requirement and arranged by email.

Healthcare AI & software

Architecture and product guidance for clinical tools, reporting workflows, DICOM and PACS integration, and the selection of AI systems for diagnostic practice.

Imaging-centre strategy

Technology, workflow and accreditation decisions for establishing and operating a diagnostic centre, advised from an owner-operator's perspective.

Health content & AI media

Evidence-led content strategy and AI-assisted video production for clinicians and healthcare brands.

Advisory services are non-clinical. No diagnosis, treatment advice or second opinions on patients or scans.

Request a consultation

Contact

Let's build something

For collaborations and projects. For scans and appointments, please use the centre's site.

[email protected] Instagram @harkaranmann YouTube @Dreamdoorkids Book a scan

Medicine, engineered.