HQ Data Services

// CAPABILITIES

Data Services Built for the Future

📊

Advanced Analytics & Reporting

Custom dashboards and automated reports that surface the exact insights your team needs — delivered on-demand or on schedule.

ANALYTICS

🧹

Data Cleaning & Engineering

Automated pipelines that validate, normalize, and enrich your raw data — transforming messy inputs into reliable, analysis-ready assets.

DATA OPS

🤖

AI & Machine Learning Solutions

Predictive models and ML pipelines tailored to your domain — from churn forecasting to anomaly detection and NLP automation.

AI / ML

📈

Business Intelligence Dashboards

Interactive BI platforms connecting all your data sources into a single pane of truth — built for executives and analysts alike.

⚡

Real-Time Data Streaming

Event-driven architectures that process and act on data as it arrives — enabling instant responses to market and operational changes.

STREAMING

// HOW IT WORKS

From Raw Data to Decisive Action

Ingest

Connect to any data source — cloud, on-prem, API, or streaming — with zero-friction integration.

Transform

Automated pipelines clean, normalize, and enrich data into a reliable, consistent format.

Analyze

AI models and statistical engines extract patterns, predictions, and anomalies in real time.

Activate

Deliver insights to dashboards, alerts, reports, or downstream systems — exactly when needed.

PIPELINE THROUGHPUT / WEEKLIVE

MODEL ACCURACY TRENDML

▲ 2.4% vs last month

// INTELLIGENT PLATFORM

Built for Data-Driven Organizations

⚙️

Automated Data Pipelines

Self-healing workflows that adapt to schema changes and source drift without manual intervention.

🔮

Predictive Analytics Engine

Deploy forecasting models across sales, operations, and risk with explainable AI outputs.

📡

Unified Data Observability

Full lineage tracking, anomaly alerts, and SLA monitoring across every pipeline and model.

// LIVE DEMOS

See the Work in Action

Interactive demos built on real-world scenarios from education analytics, scholarship data pipelines, and AI automation workflows.

4,847

73%

$2.1M

INTERACTIVE DASHBOARD

Education Analytics Dashboard

Live KPIs for enrollment, retention, and aid disbursement — filterable by semester and program.

View Demo →

NULL deadline→"TBD"

01/15/25→2025-01-15

GATES foundation→Gates Foundation

4,729 records · 97.3% clean after pipeline

DATA CLEANING

Scholarship Database Pipeline

Animated transformation of real scholarship data — nulls, formats, duplicates, and dead links resolved live.

View Demo →

PREDICTIVE MODEL

Enrollment Forecast Engine

3-semester enrollment projection with adjustable growth rate, seasonality toggle, and financial aid planning.

View Demo →

✓ INGEST & VALIDATE

✓ URL VERIFICATION

● AI ELIGIBILITY CHECK...

○ MONGODB WRITE

AI WORKFLOW

Scholarship Intake Pipeline

Watch the AI workflow that powers ScholarDollarz — ingest, verify, classify, and route 4,700+ scholarships.

View Demo →

14:22:01.438ENROLLstudent_id: 4821 · program: CS · GPA: 3.4

14:22:01.891PAYMENTaid disbursed · $3,200 · source: federal

14:22:02.204ANOMALYduplicate application · student_id: 7743

REAL-TIME STREAMING

Live Education Event Stream

Real-time education data pipeline — enrollments, payments, and scholarship events with threshold-based anomaly detection.

View Demo →

0

EVENTS/SEC

—

AVG LATENCY

Field	Issue	Before	After	Count
deadline	null	NULL, ""	—	—
award_date	format	01/15/25, 15-Jan-25	—	—
org_name	case	GATES foundation	—	—
scholarship_id	duplicate	ID appears 2-3× each	—	—
award_amount	outlier	$0 / $9,999,999	—	—
url	dead link	404 / redirect loops	—	—

Transform Raw DataInto Strategic Power

Data Services Built for the Future

From Raw Data to Decisive Action

Built for Data-Driven Organizations

See the Work in Action

Transform Raw Data
Into Strategic Power