Experience
- Jun 2024 – PresentRemote
Software Engineer – AI/ML · Adroit Tech
- Built event-driven pipelines with Apache Kafka that trigger AI workflows and auto-classify documents, cutting manual processing time by 40%.
- Improved Spring Boot REST API response times by 30% through optimized algorithms, design patterns and test-driven development.
- Normalized structured data to feed LLMs and analytics platforms consistently across AI/ML workflows.
- Built real-time dashboards for model and API observability — latency, token usage, error rates — with automated alerting.
- Shipped an Angular MVP with cross-functional teams, ran A/B tests and folded in stakeholder feedback.
- Automated CI/CD with GitHub Actions and Docker for consistent deployment of AI services.
Spring BootApache KafkaAngularDockerGitHub ActionsLLMs - Sep 2021 – Jul 2023Bangalore, India
Software Engineer – Full Stack · Tata Elxsi
- Designed automated data pipelines processing 1M+ daily transactions on AWS Lambda, DynamoDB and Kinesis, reducing data latency by 30%.
- Built secure backend APIs with Java, Spring Boot and OAuth2, reducing unauthorized access incidents by 15%.
- Developed RESTful microservices with 99.9% uptime handling 1,000+ concurrent requests.
- Integrated REST and WebSocket streams for near real-time analytics and operational dashboards.
JavaSpring BootAWS LambdaDynamoDBKinesisOAuth2Jenkins - Jun 2020 – Aug 2021Bangalore, India
Analytics Engineer · Stacts
- Maintained ETL pipelines handling 500K+ daily records on AWS Kinesis, improving throughput by 40% within SLA.
- Automated reporting with Python and SQL, cutting manual reporting time by 20%.
- Tuned complex SQL on multi-terabyte datasets for 30% faster BI queries.
PythonSQLAWS KinesisETL
Skills
- Languages
- Python · Java · JavaScript · SQL · HTML/CSS
- Frameworks & APIs
- Spring Boot · FastAPI · Flask · REST · GraphQL · WebSocket · Angular · React
- Data
- Kafka · Airflow · Spark Streaming · Databricks · dbt · Snowflake · Kinesis · Athena
- Databases
- Postgres · MongoDB · DynamoDB · Oracle
- Cloud & DevOps
- AWS · Docker · Kubernetes · Terraform · GitHub Actions · Jenkins
Education
University at Buffalo, SUNY
M.S. in Data Science
Machine Learning, Deep Learning, Generative AI, Cloud Computing, DBMS, Algorithms, Statistics.
Aug 2023 – May 2025
Buffalo, NY
Certifications
- AWS Certified Data Engineer – Associate
- AWS Certified Cloud Practitioner