VAMSI BUNGA
@vamsibunga
Product Development Engineer 1 at Phenom People, Inc.
Visakhapatnam
Vamsi Krishna Bunga is a skilled Product Development Engineer with expertise in building complex data solutions. He has experience in developing Knowledge Graphs using AWS Neptune and implementing real-time Change Delta Capture pipelines with Kafka and Debezium. His technical skills include proficiency in Deep Learning models (CNN, LSTM) and building robust ELT setups using Apache Airflow.
Experience
Product Development Engineer 1
Phenom People, Inc.
Played an instrumental role in building a Knowledge Graph using AWS Neptune Graph database to link data from different data sources. Created a 360-degree view of a person for personalized recommendations for skill growth and jobs. Implemented String Matching Algorithms to reduce the duplicate entries into the Knowledge Graph by 70%. Worked on setting up a flow using AWS lambda to track the changes of a person’s attributes in real-time to understand behavioral patterns such as detection of job hoppers. Developed a real-time Change Delta Capture (CDC) pipeline using Debezium, Kafka and Python which increased the efficiency of downstream data consumption by 40%. Built an ELT setup to load and process data from different data sources with enhanced data quality using Apache Airflow. Designed and incorporated an enrichment algorithm using optimum data structures to enrich the data continuously. Engineered a Process Mining Model using PM4Py Python package to extract actual process maps of hiring process from event logs using Heuristic Miner and Inductive Miner Algorithms. Identified the bottlenecks in the hiring process of different clients which can be optimized.
Education
Andhra University College of Engineering
Bachelor of Technology
Electronics And Communication Engineering
Secured a Bachelor of Technology in Electronics And Communication Engineering with Distinction.