
I build systems that don't flinch under scale—event-driven services, data pipelines, and GenAI apps that actually ship.
Currently focused on designing microservices that stay up, fast, and readable with production GenAI patterns (RAG, agents, evaluation). I've spent time at Intuit, Zeta Global, Illinois Center of Transportation, and JP Morgan Chase building systems where correctness, performance, and maintainability all matter.
Open to collaborating on: RAG/Agent systems solving real workflows, data platforms (PySpark/EMR, event-driven architectures), and backend systems where scale meets observability.
About Me
I am open to new opportunities for full-time positions as a Backend Engineer, Software Engineer, or AI Engineer. Feel free to reach out!
My core expertise lies in full-stack development, designing event-driven microservices, building scalable data pipelines, and shipping production GenAI systems. I'm proficient in Spring Boot, Python, Kafka, PostgreSQL, AWS, Docker, Kubernetes, LangChain, RAG patterns, PyTorch, React, Next.js, and TypeScript.
I'm currently exploring production GenAI patterns—evaluating RAG approaches, building reliable agents, and making LLM systems measurable and safe. I love problems where clean architecture, operational excellence, and Hexagonal design patterns intersect.
Open to Collaborate On:
• Retrieval-Augmented Generation (RAG) and Agent systems solving real workflows
• Data platforms (PySpark/EMR, streaming, event-driven architectures)
• Backend systems where performance, correctness, and maintainability all matter
When I'm not working, you can find me lifting or eating.
Education

Masters of Computer Science

B.Tech. in Electrical Engineering
My Experience
Intuit, Software Engineer - Privacy Engineering
Mountain View, CA
Designing and building event-driven Spring Boot microservices for privacy compliance automation. Architecting and leading the Intuit Compliance work for all Intuit products, partnered with LCPO.
- SPRING BOOT
- MICROSERVICES
- KAFKA
- AWS
- EVENT-DRIVEN
- DISTRIBUTED SYSTEMS
- PRIVACY COMPLIANCE
Zeta Global, Software Engineer
San Francisco, CA
Building analytical reporting tools for clients in Adtech industry and developing attributions ETLs for MTA campaigns.
- BIG DATA
- NOSQL
- SQL
- DISTRIBUTED SYSTEMS
- ETL
- REST
- AWS
- DOCKER
Illinois Center of Transportation, Lead Software Developer
Rantoul, IL
Designed and implemented multiple containerized(AWS CaaS) web applications for Pavement Life Cycle Assesment with RDBMS, ReactJS, and Django Rest Framework.
- DJANGO
- REACT
- MANTINE
- POSTGRES
- OPENSOURCE LIBRARIES
- AWS LIGHTSAIL
- DOCKER
- GITHUB ACTIONS
JP Morgna Chase - Software Engineer II
Bengaluru, India
Developed optimization system using Linear Regression & XGB prediction models for risk computation costs, reducing AWS EC2 usage by 84% for the team.
- SKLEARN
- LINEAR REGRESSION
- XG-BOOST
- ETL DATA PIPELINE
- AWS EC2
- POSTGRES
- KUBERNETES (K8S)
JP Morgna Chase - Software Engineer I
Bengaluru, India
Built user-facing dashboards to display Derivative Trade market risk and P&L reports. Wrote the data massaging and aggregation services triggered by Market Markers.
- TORNADO
- REACT
- POSTGRES
- SQL
- AWS EC2
- KUBERNETES (K8S)
JP Morgna Chase - Software Engineering Intern
Bengaluru, India
Developed an automatic dependency upgradation for NodeJS trading app.
- NODEJS
- JENKINS
- GROOVY
My Projects
Youtube Playlist Tracker
Kafka application for users to track their playlist added in the app, using Youtube API to fetch video statistics, Kafka producer-consumer model to track the video statistics, and sink to send notifications to users on Telegram.
View Project- Kafka
- Confluent Cloud
- Heroku
- Youtube API
- Telegram API
- Python
- Flask
- ksqlDB
Life Cycle/Cost Assessment Tool
A web app for computing cost and environmental impacts of pavement projects over the analysis period.
View Project- Django
- React
- Postgres
- AWS Lightsail
Initial Pavement Rehabilitation
A web app for comparing the cost of initial pavement rehabilitation using different treatments.
View Project- Django
- React
- Postgres
- AWS Lightsail
Project Management Tool
A flask-based data anlytics tool for ICT's project management. Users can upload project budget spreadsheets on the HTML form, the backend process the uploaded files and generates spreadsheet reports for users, saving numerous hours of manual work.
View Project- Flask
- HTML
- CSS
- XLSXWriter
- Pandas
- SQL
Fast Mutation Testing in Python
Fast Python mutation testing: test your tests! Safely run mutation trials without source code modifications and see what will get past your test suite, with incremental code changes mutation generation and arid nodes removals.
View Project- Mutation Testing
- Python
- AST
- Mutatest
Attention-Enhanced Super-Resolution GAN
Implemented SRGAN with multi-scale attention U-net discriminator & residual-in-residual dense blocks generator. The AE-SRGAN resulted in better- NIQE score over current SR models & accurately generated sharp edge details & textures.
View Project- Super Resolution
- GAN
- Attention blocks
- RRDB
- U-Net
- CNN
Domain Adversarial Transfer Learning for Time Series Classification
Developed methods to generate superior pre-trained 1-D CNN transfer models for time-series classification.
View Project- Domain adversarial networks
- Error bounds
- Timeseries
- DTW
- Divergence measures
- CNN
My Skills
Backend & Microservices
- Spring Boot
- Django
- Flask
- Kafka
- Redis
- Nginx
Data & ETL
- PySpark
- EMR
- Hadoop
- Hive
- SQL
- Airflow
Cloud & DevOps
- AWS
- GCP
- Docker
- Kubernetes
- Jenkins
- Github Actions
- ArgoCD
- Terraform
GenAI & LLMs
- LangChain
- LangGraph
- RAG
- Vector DBs
- Embeddings
ML/DL
- PyTorch
- TensorFlow
- Keras
- Scikit-Learn
Frontend
- React
- Redux
- TypeScript
- JavaScript
- Tailwind
- Next.js
- HTML
- CSS
- Mantine
Databases
- PostgreSQL
- MongoDB
- SQLite
- GraphQL
- Apollo
Languages
- Python
- Java
- C++
- C
- Bash
Tools & Utilities
- Git
- Heroku
- Vercel
- Pandas
- Numpy
- Matplotlib
Contact Me
Please contact me directly at pratikshitsingh.jobs@gmail.com or through this form.





