About SERP Axis
Co-founder · Data Scientist

Abhishek Aggarwal

In love with data since 2013. Turns messy data into decisions leadership can defend.

The story

Abhishek fell for data in 2013 and never left. What began as data analysis grew into a full data-science practice, and in 2017 he moved into data science properly — building models that change what a business does, not dashboards nobody opens.

He treats data as a product: clean pipelines, honest models, and a metric each one is accountable to. The question he starts with is never “what model?” — it's “what decision, and who acts on it?” That discipline is why the numbers he ships survive scrutiny from a CFO, not just a marketing dashboard.

At SERP Axis, Abhishek leads data science, analytics and the Power BI / BI work — churn and LTV models, attribution finance can trust, forecasting, anomaly detection, and the semantic models behind every dashboard the team delivers.

The path
  1. 2013
    Fell for data — deep into data analysis
  2. 2017
    Became a data scientist — models that drive decisions
  3. Today
    Co-founder of SERP Axis, leading data science & BI
At SERP Axis

What Abhishek owns.

Data science — churn, propensity, LTV, forecasting, anomaly detection
Analytics — attribution and reporting a CFO can trust
Power BI / Power Platform — semantic models, DAX, dashboards leadership actually opens
Data engineering — pipelines and warehouses that don't silently break
Tech stack

The tools we handle at this level.

Languages
PythonRSQL
ML & modeling
scikit-learnPyTorchTensorFlowXGBoost / LightGBMstatsmodels
Data engineering
dbtAirflowSparkSnowflakeBigQueryDatabricksKafka
Analytics & BI
Power BI (DAX, semantic models, RLS)TableauLookerGA4
MLOps
MLflowModel monitoringFeature storesExperiment tracking
Methods
A/B testing & experimentationCausal inferenceForecastingSegmentationChurn & LTVAnomaly detection
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