Srishti Srivastava

Experience

Naukri.com

Mar 2024 - Present

Redesigned a pipeline-based data porting system from StreamSets to an event-driven architecture using Kafka, cutting data loading time by 30% and improving maintainability
Developed an Elasticsearch-based mistyped search handling system, achieving a 13% boost in search-to-response relevance through typo pattern analysis
Implemented user engagement features including pseudo job listings and diversified search results, leading to measurable increase in user registrations
Built a real-time fuzzy spell-check engine (Java, BK-Tree, Damerau-Levenshtein) reducing long-tail keyword generation by 70%
Designed Kibana-based visualization dashboard to track and forecast user growth, delivering real-time insights for product decisions

Naukri.com

Jun 2022 - Feb 2024

Migrated Suggester microservice from Node.js + Solr to Java Spring Boot + Elasticsearch, integrating Kafka for automated event-driven ingestion
Refactored and migrated legacy PHP code to Java for three critical search microservices, improving performance, stability, and search relevance

Nokia

Mar 2022 - May 2022

Gained hands-on experience in 5G networking architecture, protocols, and performance optimization through intensive technical training

Developed a web app using CNN and DenseNet models to classify food images and predict nutritional values
Trained on 4,000 images per class with 80/20 split, integrated with Spring Boot, MySQL, and React
Delivered accurate calorie predictions with real-time result display and user authentication

Python CNN DenseNet Spring Boot MySQL React

Built platform to generate searchable transcripts, AI summaries, and key highlights using Vosk and BERT/T5 models
Integrated Java Spring Boot backend, Elasticsearch semantic search, and AWS S3 storage for quick keyword-based navigation
Reduced manual review time by 65%, improving accessibility and productivity

Python FastAPI Vosk BERT/T5 Spring Boot Elasticsearch AWS S3

Java, J2EE

Spring Boot, Spring Framework

Data Structures, Algorithms, OOP, Microservices, Design Patterns, Distributed Systems, HLD, LLD

AWS, MySQL, Elasticsearch, Kibana, Grafana, Apache Kafka, Apache Solr, Aerospike, Git, Jenkins, CI/CD, Docker, Kubernetes, Jira, Nginx

2018 - 2022

🏆

Info Edge Merit Award Winner

2024

👥

Google Developer Students Club Lead

2021-2022

💻

Open Source Mentee

Codeflow by BharatX, 2021