I build solutions that cover the entire data lifecycle, optimized for business value from problem framing to production-ready models.
The capability map below compiles every concept and competency covered by modern data science and data analytics.
Strategy, data engineering, statistics, machine learning, MLOps and data storytelling -- every layer builds on the previous one so raw data becomes decisions.
01
Translate business objectives into KPI networks, opportunity maps, and decision frameworks.
02
Design modern data stacks, warehouses, and real-time infrastructures that scale with demand.
03
Connect operational sources, harmonize schemas, and orchestrate automated pipelines.
04
Govern lineage, establish golden records, and encode quality plus privacy controls.
05
Surface patterns, validate hypotheses, and apply statistical reasoning.
06
Create information hierarchy, UX, interactive dashboards, and self-service spaces.
07
Reveal causal relationships, perform process mining, and explain deviations.
08
Design regression, classification, time-series, and deep learning solutions tied to business KPIs.
09
Identify intervention paths through simulations, scenarios, and optimization models.
10
Plan experiments, measure impact, and produce rigorous causal evidence.
11
Embed privacy, fairness, compliance, and risk controls across every model and dashboard.
12
Manage model lifecycles, run operations, and scale education plus data literacy.
Unified 24 months of POS and eCommerce data into governed dbt models powering a Power BI control tower that exposes promo ROI, cohort health, and store-level margin leakage in one place.
Built an end-to-end clustering and lifetime value framework that scores every visitor daily, feeds campaign personalization, and exposes upsell triggers across product families.
Designed a weekly scoring pipeline that blends product telemetry, billing signals, and support sentiment to predict churn risk and trigger playbooks inside HubSpot with SHAP explainability.
Streaming telemetry from ERP, WMS, and IoT gateways into a single command center with anomaly alerts, ETA predictions, and exec-ready scorecards.
Delivery blueprint
Every engagement runs on a repeatable telemetry loop (capture, model, narrate, activate) so insights keep compounding without sacrificing governance.
Latency
< 90s
Streaming refresh for executive dashboards.
Coverage
12 regions
Localized compliance rules baked into ETL.
Playbook
Capture -> Model -> Story -> Activate
Tools and technologies I leverage to unlock data insights
Let's turn your data challenges into competitive advantages
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