Data Science · CX · Automation

Turning Chaos into Code. Code into Scale.

Abdlraoof Massarani — Data Scientist for Customer Experience & Business Automation Architect. Bridging complex data infrastructure with human-centric business optimization.

See the system live The philosophy
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02 — The Philosophy

Data without empathy is just noise.

Customer experience without automation is a bottleneck. I don't just write scripts — I understand the psychology of business scale, translating raw touchpoints into decisions that compound.

9+
Years bridging data & CX
42M+
Customer events modeled
99.98%
Pipeline uptime
CX CORE
RAW SIGNALS
SATISFACTION
03 — The Pillars of Trust

Two disciplines. One operating system for growth.

PILLAR 01

CX Data Science

Predictive customer behavior, retention modeling, and turning every touchpoint into hard, decision-ready data.

CHURN LIFT
−31%
MODEL AUC
0.94
NPS SHIFT
+27
PILLAR 02

Business Automation

Bulletproof automated architectures that eliminate friction, maximize ROI, and let businesses run seamlessly on autopilot.

Manual hours removed / mo 1,240
Integrations orchestrated 60+
Error rate 0.02%
STACK
Python SQL / dbt Airflow PyTorch Snowflake LLM Ops
THE BRIDGE

Where predictive models meet automated execution — insight becomes action without a human in the loop.

model → decision
decision → trigger
trigger → outcome
04 — The Automation Theater

While you sleep, your business evolves.

A schematic of how my systems run — signals in, models thinking, automations firing, outcomes out. No hands required.

REFERENCE ARCHITECTURE
schematic · how a typical build runs
EVENTS / SEC
18,420
MODELS RUNNING
14
AUTOMATIONS / DAY
87,300
UPTIME
99.98%
Ingest streams Transform feature store Model predict Automate orchestrate Notify CX team Out
$

Illustrative architecture & figures — client specifics stay under NDA. Ask me for the real numbers.

AM
05 — The Human

Systems are my craft. People are the point.

I'm Abdlraoof Massarani (عبد الرؤوف معصراني). I work on customer-experience data at Tabby, MENA's leading fintech — turning support operations into decision-ready analytics: agent performance, CSAT & QA metrics, and LLM-powered evaluation pipelines. Alongside, I build automations so teams spend their hours on judgment, not repetition.

Based in MENA · remote-friendly Arabic · English Currently @ Tabby
06 — The Gateway

Let's architect your next competitive edge.

~/contact — abdlraoof
$ connect --to abdlraoof
→ opening secure channel...
ready.
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