Hi, my name is
Sathish Kumar.
Data Engineer by Day.
Product Builder by Night.
I build scalable data pipelines @ Propper International and ship AI SaaS products. Merging robust backend engineering with creative frontend experiences.
01. About Me
I'm a Data Engineer by trade—Python, SQL, and large-scale data systems are my bread and butter. Full-stack development was familiar territory, but shipping complete products always felt like a side quest. AI tools changed the economics.
Now I build and launch SaaS products in domains I'm passionate about. I bridge the gap between heavy backend data systems and interactive user experiences.
Currently, I build pipelines handling 1TB+ daily data at Propper International and craft AI-powered tools in my free time.
Skills & Technologies:
- ▹ Python (PySpark)
- ▹ AWS / Azure
- ▹ TypeScript
- ▹ Next.js 14
- ▹ Snowflake
- ▹ Kafka
Years Exp
Pipelines
Daily Data
Products
02. Where I've Worked
Data Engineer @ Propper
May 2023 - Present
- ▹Architected and maintained 100+ ETL pipelines using Airflow, AWS Glue, and Python, ensuring 99.9% data availability.
- ▹Implemented real-time streaming architectures with Kafka and Spark structured streaming for operational dashboards.
- ▹Reduced data processing latency by 40% through query optimization and schema refinement in Snowflake.
- ▹Collaborated with product teams to define data models for new inventory management features.
03. Technical Skills
Languages
- Python
- SQL
- TypeScript
- Scala
- Bash
Data Engineering
- Apache Spark
- Airflow
- Kafka
- dbt
- Snowflake
- Databricks
Cloud & DevOps
- AWS (Glue, Lambda)
- Azure (Synapse, ADF)
- Docker
- Terraform
- CI/CD
Web Development
- Next.js
- React
- Node.js
- Tailwind CSS
- Post PostgreSQL
04. Data Engineering Projects
Featured Project
F1 Racing Analytics
Enterprise Lakehouse on Azure for Formula 1 telemetry data. Built scalable ETL pipelines with bronze-silver-gold architecture. Processed real-time race data for predictive pit-stop strategies.
- Azure
- Databricks
- Delta Lake
- PySpark
- Power BI
Featured Project
NYC Taxi Real-Time Ingestion
Real-time data ingestion pipeline processing millions of taxi trip records. Utilized Azure Synapse for warehousing and Cosmos DB for high-throughput serving layer.
- Azure Synapse
- Cosmos DB
- Azure Functions
- Power BI
05. What I'm Building
PMHNP Hiring
The job board Indeed should have built for psychiatric nurse practitioners.
5k+
Jobs Posted
1k+
Companies
Gym Tracker
Launch: Coming Soon
- ⚡ 2-second set logging
- 🧠 AI coaching built-in
- 🏋️ 400+ exercises with GIFs
- 📊 Progress charts & PRs
- 📱 iOS + Android
FreelancerShield🛡️
68% of freelancers get stiffed. We're fixing that.
🔒 Contracts • 💰 Payment protection • ⚖️ Disputes
Coming Soon
Built With
06. What's Next?
Get In Touch
I'm currently looking for new opportunities as a Data Engineer or Full Stack Developer. Whether you have a question or just want to say hi, I'll try my best to get back to you!