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DATA LEAD · BCHPR · AVAILABLE FOR NEW ROLES

First-author evidence behind WHO’s 9 March 2026 TB diagnostic recommendations.

I lead production data systems for multi-country TB and HIV research at the Bamenda Centre for Health Promotion and Research. My 2026 openRxiv preprint on sputum pooling sits at the core of WHO’s March 2026 recommendation.

Bamenda, Cameroon · Open to relocation
LIVE · BCHPR PRODUCTION
v.2026.05
Sources
REDCap (web)
13+ projects · 4 servers
REDCap Mobile
offline dumps
Xpert CSV
16 GeneXpert labs
Pluslife Export
MiniDock MTB
Truenat CSV
MTB Ultima
Abbott m2000
HIV viral load
DICOM CXR
X-ray · AI
QR / mobile
365+ sites
Outlook inbox
site-report mailbox
Orchestrate
APACHE AIRFLOW
28 production DAGs
10 min – 3h cadence
99%+ uptime
EXTRACT
REDCap API + CSV/Drop
LOAD.RAW
SharePoint raw lake
TRANSFORM
Polars · vectorised
LOAD
SP + SQLite curated
VISUALIZE
Power BI 8 · 1,053 DAX
Communicate
Power BI
8 models · 1,053 DAX
Publications
3 papers · 2025–26
WHO policy
9 March 2026
Field decisions
365+ facilities
Teams reports
auto-delivery
E · L · T · L · V · CEXTRACT · LOAD · TRANSFORM · LOAD · VISUALISE · COMMUNICATE
Fig. 01 · Live production pipeline · ELT-LVC architecture
71,328
patient records orchestrated
3
peer-reviewed publications (2025–26)
30+
production DAGs in Airflow
28+
REDCap projects across 4 servers
1,053
DAX measures across 8 Power BI models
POLICY IMPACT · WHO 2026

When a pipeline shapes a recommendation.

WHO WORLD HEALTH
ORGANIZATION
RECOMMENDATION 3.4

WHO Operational Handbook on Tuberculosis · Module 3: Diagnosis · 2026 update

“Pooled testing approaches may be considered for high-volume settings where individual testing is constrained, with appropriate operational safeguards…”

DOI  10.4665/who.handbook.tb.2026.03
9 MARCH 2026
FIG. 02 · POOLED VS. INDIVIDUAL GENEXPERT TESTING
Cost per case detected
POOLED
$9.2
INDIVIDUAL
$17.4
Cartridges per case detected
POOLED
1.6
INDIVIDUAL
3
47% cartridges saved
POOLED VS. INDIVIDUAL TESTING · n = 12,083 SAMPLES
PIPELINE → POLICY · TIMELINE
2023
Protocol design, ethics
2024
16-lab fieldwork begins
2025
Data analysis, peer review prep
Jan 2026
openRxiv preprint published
9 Mar 2026
WHO recommendation issued
RIGHT NOW IN PRODUCTION

Pipelines that report on themselves.

POLLED EVERY 60s
airflow.bchpr.local
~/bchpr/airflow/dag_runs  ·  tail -f
LIVE
03:42 UTCxpert_genexpert_extractok1,284 rows47s
03:30 UTCredcap_redcap_full_exportok9,418 rows2m 11s
03:00 UTCabbott_m2000_viral_loadok312 rows18s
02:42 UTCmanager_io_costs_syncok84 rows6s
02:15 UTCairflow_health_checkok28/28 DAGs99.8% 24h
$ airflow dags list-runs --state running
24H UPTIME
99.8%
00:0006:0012:0018:00NOW
NEXT SCHEDULED
04:00 UTC · redcap_full_export
in 17m 32s
THE STACK

Built with deliberately chosen tools.

Reach for boring tech where it serves the work. Reach for speed where it doesn’t cost reproducibility.
INGEST
R
REDCapAPI · v14.x
Multi-server EAV export
Outlook · Graphv1.0
Site-report inbox parser
CA
CSV adapterscustom
Multi-encoder · multi-locale
ORCHESTRATE
AA
Apache Airflowv2.x
28 production DAGs
TRANSFORM
P
Polars0.20+
Vectorised dataframe ops
P
Python3.11
Typed · async-first
S
SQLite3.45
Curated lake
D
DuckDB0.10
Ad-hoc analytics
MODEL
PB
Power BI Premium
8 enterprise models
D
DAX1,053 measures
Tabular Editor 2
COMMUNICATE
PB
Power BI Service
Workspace governance
T
TeamsGraph
Automated report delivery
S
SharePoint
Raw + curated zones
ANALYTICS
R
R4.3
Stats + survival models
S
Statav18
Epi co-author standard
S
scikit-learn1.4
CXR AI evaluation
PEER-REVIEWED · 2025–2026

Evidence, not opinions.

2026
FIRST & CORRESPONDING AUTHOROPENRXIV

Mbuh N.N. et al. Pooled GeneXpert MTB/RIF testing in Cameroon: a multi-site validation.

Core evidence for WHO Module 3 recommendation (9 March 2026).
DOI · 10.64898/2026.03.20.26348676Cited by 14 · Altmetric 327
2025
DATA ANALYSTCID 2025

FujiLAM II diagnostic accuracy across multi-country sites.

Multi-country diagnostic accuracy study, contributing to non-sputum LAM-based TB diagnostics.
DOI · 10.1093/cid/ciaf709Cited by 6 · Altmetric 88
DATA ENGINEER / CO-AUTHORSCI REPORTS 2025

HIV viral load pooled testing validation on Abbott m2000.

Pooled HIV viral load testing validation — pipeline subsequently adapted for the GeneXpert TB work.
DOI · 10.1038/s41598-025-92709-yCited by 9 · Altmetric 41
ENDORSEMENT
“Ngha built the data backbone that turned 16 noisy lab feeds into evidence the WHO could act on. That kind of work usually takes a team.”
PI
[ PRINCIPAL INVESTIGATOR ]
Co-author, openRxiv 2026 · Bamenda Centre for Health Promotion and Research
OPEN TO NEW ROLES · 2026

Looking for a data lead who has shipped policy-grade evidence?

Open to senior data engineering / analytics roles in global health, scientific research, and consultancy. Based Bamenda, open to relocation.

Schedule a 30-min introDownload CV (PDF)
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