Enterprise software engineering.

10+ years shipping systems at Fortune 100 scale. Real-time data platforms, AI tooling, and full-stack apps in Python, SQL, Databricks, Snowflake, AWS.

Senior · Staff Data Engineering AI / ML Tooling Streaming Full-Stack
Rizwan Khan
Dallas, TX
Where I've shipped
Capital One · JPMorgan Chase & Co. · Gartner · Capital One · JPMorgan Chase & Co. · Gartner ·
Selected Enterprise Work
42,817 events/sec
14:22:31.041evt_7af2c1a9auth.loginus-east-12.1ms
14:22:31.083evt_9bd40ef3page.vieweu-west-21.4ms
14:22:31.124evt_2ce48a11order.createdus-east-14.7ms
14:22:31.166evt_4fa3b21ccart.addus-west-21.8ms
14:22:31.204evt_81e907cdpayment.processedeu-west-28.3ms
14:22:31.247evt_6b2d89a1session.startap-south-11.2ms
14:22:31.289evt_0ae71f52user.signupus-east-13.6ms
14:22:31.331evt_c3f19ba7click.trackeu-central-10.9ms
14:22:31.374evt_5a8e42d6inventory.updatedus-west-15.2ms
14:22:31.416evt_7d19c08bkafka.consumedus-east-10.4ms
14:22:31.458evt_e472a31fmodel.scoredeu-west-212.4ms
14:22:31.500evt_92bc4e73checkout.initus-east-13.8ms
14:22:31.543evt_18fd6a2estream.partitionus-west-20.7ms
14:22:31.585evt_ab34f9e1order.createdap-south-14.1ms
14:22:31.628evt_6ef2105aauth.logineu-west-21.9ms
14:22:31.670evt_d4a9c80fmodel.scoredus-east-111.1ms
14:22:31.713evt_30bf8e92payment.processedus-west-27.8ms
14:22:31.755evt_85c47d21session.starteu-central-11.3ms
14:22:31.797evt_1fab63e8cart.addus-east-12.0ms
14:22:31.840evt_c9e7541buser.signupap-south-13.4ms
14:22:31.041evt_7af2c1a9auth.loginus-east-12.1ms
14:22:31.083evt_9bd40ef3page.vieweu-west-21.4ms
14:22:31.124evt_2ce48a11order.createdus-east-14.7ms
14:22:31.166evt_4fa3b21ccart.addus-west-21.8ms
14:22:31.204evt_81e907cdpayment.processedeu-west-28.3ms
14:22:31.247evt_6b2d89a1session.startap-south-11.2ms
14:22:31.289evt_0ae71f52user.signupus-east-13.6ms
14:22:31.331evt_c3f19ba7click.trackeu-central-10.9ms
14:22:31.374evt_5a8e42d6inventory.updatedus-west-15.2ms
14:22:31.416evt_7d19c08bkafka.consumedus-east-10.4ms
14:22:31.458evt_e472a31fmodel.scoredeu-west-212.4ms
14:22:31.500evt_92bc4e73checkout.initus-east-13.8ms
14:22:31.543evt_18fd6a2estream.partitionus-west-20.7ms
14:22:31.585evt_ab34f9e1order.createdap-south-14.1ms
14:22:31.628evt_6ef2105aauth.logineu-west-21.9ms
14:22:31.670evt_d4a9c80fmodel.scoredus-east-111.1ms
14:22:31.713evt_30bf8e92payment.processedus-west-27.8ms
14:22:31.755evt_85c47d21session.starteu-central-11.3ms
14:22:31.797evt_1fab63e8cart.addus-east-12.0ms
14:22:31.840evt_c9e7541buser.signupap-south-13.4ms
Real-Time Event Intelligence Platform
A high-volume streaming data platform processing 10B+ events annually. Ingestion, transformation, medallion architecture, and real-time analytics, all built for enterprise scale.
Kafka AWS Data Engineering Streaming Python SHIPPED · ENTERPRISE
Q3 Pipeline · North America
Live · Updated 2 min ago
Pipeline
$48.2M
▲ 12.4%
Deals
847
▲ 64
Lift
+34%
vs Excel
Deal Funnel · 5-Stage
Prospect
312
Qualified
204
Proposal
141
Negot.
96
Won
94
Recent Sync · API + Pipeline Activity
SyncedClient enrichment payload · 1,284 records
REST/api/deals/update · BI dashboard refreshed
QueuedUnstructured notes · 48 deals pending parse
SyncedOracle schema · client_v2 model committed
SyncedClient enrichment payload · 1,284 records
REST/api/deals/update · BI dashboard refreshed
QueuedUnstructured notes · 48 deals pending parse
SyncedOracle schema · client_v2 model committed
Sales Productivity Platform
Replaced legacy Excel-based deal tracking with a React management portal and Python data pipelines for a Fortune 500 research firm. 34% productivity lift across 100+ sales reps. 50%+ fewer manual handoffs.
React Python Oracle SQL REST APIs SHIPPED · ENTERPRISE
brand-dashboard.app
BRAND DROP · LIVE P&L
You made $3K on a $12K drop.
Sold out. 3 cost leaks left $2,000 on the table.
$12,000 Revenue
$9,000 Costs
$3,000 Profit
200 Units
100% Sold
WHERE THE MONEY BLED
Airway Freight
$1,000 on $3,000 order
-$1,000 fixable
Print Pricing
Volume discount missed
-$500 fixable
Rush Shipping
Planning failure
-$500 preventable
Fix all 3 → $3,000 becomes $5,000 · 1.7× improvement · zero new customers
DROP INPUTS
Total pieces
250
Cost/piece
$20
Product A $
$70
Product B $
$65
Marketing
$600
Giveaways
10
P&L THIS DROP
Revenue
$15,000
Costs
$9,000
Profit
$6,000
Annual
$72,000
Break even · 40 pcsHit
$2,500 profit · 110 pcsHit
$5,000 profit · 200 pcsHit
$10,000 profit · 380 pcsNeed more
$6,000 net · 40% margin · Annual: $72,000
Profit Intelligence Platform for Consumer Brands
An AI-powered financial OS for direct-to-consumer brands. Drop planning, cost modeling, real-time profit breakdown, and AI-generated intelligence briefs, all before you commit capital to the next production run.
AI Business Intelligence Data Analytics SHIPPED · 2025

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Email
rizwan@rizwankhan.ai
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