Aishwarya Nayak

AI/ML & Backend Engineer | 3.5+ Years’ Experience | Python · Scala · GCP · SQL · Docker | GenAI & Data Engineering Specialist

Explore My Work

About Me

I am an AI, Data, and Backend Engineer with over 3½ years of experience architecting and delivering production-grade solutions that integrate software engineering, data engineering, and machine learning. I hold a Master’s in Data Science from SUNY Buffalo, where I honed my skills in statistical modeling, big data infrastructure, and generative AI.

  • Backend & Cloud Architecture: Microservices in Scala & Python, containerization with Docker, CI/CD automation on GCP.
  • Data Engineering & Analytics: ETL workflows with Spark, real-time streaming via Kafka, advanced SQL data modeling.
  • Generative AI & ML Systems: RAG pipelines with LangChain, LLM fine-tuning, OpenAI embeddings, and knowledge graphs.

Featured Projects

AI Assistant

AI Teaching Assistant & Career Coach

Designed an AI-driven assistant leveraging LangChain and OpenAI APIs, integrating knowledge graphs and retrieval-augmented generation (RAG) pipelines. Engineered scalable data ingestion workflows and graph-based data models to deliver personalized education and career guidance.

Python LangChain Data Pipelines OpenAI API Knowledge Graph
Fintech

Reactive Fintech Platform

Built reactive microservices in Scala with real-time data pipelines powered by Kafka and Solr. Developed ETL processes for streaming and indexing financial data, enabling timely analytics and reporting. Streamlined CI/CD deployment using Docker and Jenkins.

Scala Kafka Solr ETL Docker
Finance Reporting Portal

Finance Reporting Portal

Developed full-stack modules using Java, AngularJS, and SQL to manage and visualize financial data. Ensured code quality with JUnit, Katalon testing, SonarQube analysis, and Fortify security scans.

Java AngularJS SQL JUnit Katalon SonarQube Fortify

Get In Touch

Let’s connect to build impactful AI and data-driven solutions together.

Contact Me