I will build a gpt data pipeline with kafka, spark, and docker
Let's stream your data, with AI!
About this Gig
I'll build a complete real-time pipeline using Apache Kafka, Spark Streaming, and OpenAI GPT (ChatGPT). The system summarizes streaming data in real time and runs inside Docker for easy deployment anywhere.
You'll get (based on your selected package):
- FastAPI GPT summarizer with curl test
- Kafka Spark GPT integration
- Optional HDFS storage or Spring Boot producer
- Docker Compose setup
- Sample logs and test data
You can use this for:
- Log compression
- Alert stream processing
- Real-time dashboards
- GPT-enhanced support logs
- Transaction monitoring
- Anomaly detection with GPT feedback
- Monitoring with Prometheus + Grafana dashboards
- Anything else you can think of
Everything is modular, tested, and production-ready. You'll provide your own OpenAI key securely via .env.
Please note:
- Deliverables depend on the selected package
- Custom offers available - just message me!
- Included are 2 follow-up messages for clarification after delivery
- You are responsible for testing/running in your own environment
- OpenAI usage requires your own API key
Expertise:
API integration
•
Big data
•
Data flow
•
ETL
•
Transformation
Technology:
Apache Hadoop
•
Apache Kafka
•
Apache Spark
•
Java
•
SQL
My Portfolio
Other Data Engineering Services I Offer
FAQ
Will this work with GPT-3.5 or GPT-4?
Yes. If your OpenAI API key has access to GPT-4, it will be used. Otherwise, the default is GPT-3.5-turbo.
Can I test this locally?
Absolutely. Everything is fully Dockerized. You only need Docker installed, no manual setup or Python config needed.
Can you deploy this on AWS for me?
Yes! I can deploy the entire pipeline on an EC2 instance as a custom offer. Just message me for details.
Will this work on Windows/Mac/Linux?
Yes, since it runs in Docker, it’s OS-independent.
Is OpenAI usage included?
You’ll need your own OpenAI API key. I’ll guide you on how to set it securely via a .env file.
Does it save summaries to HDFS?
By default, summaries are logged to console. If you’d like to store them, I can modify the logic. Just ask.
3 reviews for this Gig
| (3) | ||
| (0) | ||
| (0) | ||
| (0) | ||
| (0) |
Rating Breakdown
- Seller communication level
- Quality of delivery
- Value of delivery
Sort By
T thethirdone
Repeat Client

Sweden
Took charge of the task and generated valuable insights about infrastructure. Shows that he has a good understanding of the subject and enables coming up with proactive and pragmatic ideas when the original specification was blurry. Also, good at reading through messy documentation.
$50-$100
Price
4 days
Duration
Helpful?T thethirdone
Repeat Client

Sweden
Excellent work developing a custom solution even though documentation available online is hard to interpret. Saved me a lot of time and was very transparent throughout the entire project process. Would recommend and be happy to work with again on future projects.
$50-$100
Price
7 days
Duration
Helpful?A antoinedubo
Repeat Client

Belgium
I've worked with Michal and have been really happy with the experience. He's knowledgeable, professional, and communicates well throughout the project. Everything has gone smoothly, and I plan to keep working with him. Definitely recommend.
$100-$200
Price
5 days
Duration
Helpful?
3 reviews for this Gig
| (3) | ||
| (0) | ||
| (0) | ||
| (0) | ||
| (0) |
Rating Breakdown
- Seller communication level
- Quality of delivery
- Value of delivery
Sort By
T thethirdone
Repeat Client

Sweden
Took charge of the task and generated valuable insights about infrastructure. Shows that he has a good understanding of the subject and enables coming up with proactive and pragmatic ideas when the original specification was blurry. Also, good at reading through messy documentation.
$50-$100
Price
4 days
Duration
Helpful?T thethirdone
Repeat Client

Sweden
Excellent work developing a custom solution even though documentation available online is hard to interpret. Saved me a lot of time and was very transparent throughout the entire project process. Would recommend and be happy to work with again on future projects.
$50-$100
Price
7 days
Duration
Helpful?A antoinedubo
Repeat Client

Belgium
I've worked with Michal and have been really happy with the experience. He's knowledgeable, professional, and communicates well throughout the project. Everything has gone smoothly, and I plan to keep working with him. Definitely recommend.
$100-$200
Price
5 days
Duration
Helpful?
