Manasa Vanteru
Bangalore
Summary
Highly accomplished Data Professional with 5.5 experience in the IT industry. Proven expertise in developing and deploying AI-driven solutions and predictive models. Adept at transforming complex data into actionable insights, I am seeking to leverage my skills in data manipulation, modeling, and visualization to drive strategic business outcomes in a challenging Data Scientist role.
Overview
6
6
years of professional experience
Work History
Senior Support Engineer I- Innovation & Operation
EnterpriseDB Software
12.2022 - Current
- Developed AI-driven solutions and predictive analytics to enhance customer support and operational insights.
- AI Chatbot for PostgreSQL Query Resolution: Designed and implemented retrieval-augmented generation (RAG) pipeline using pg_vector embeddings, LangChain, and OpenAI API to answer technical queries; integrated with Slack, reducing support response time by 30%.
- Customer Churn Prediction: Developed Python-based machine learning pipeline (scikit-learn, pandas) to forecast customer churn; achieved F1-score of 0.88 and reduced attrition by 12% through targeted retention strategies.
- Automated log analysis workflows for real-time anomaly detection and alerting, cutting incident response time by 40%.
- Winner of AI Hackathon for developing PostgreSQL-integrated LLM system, enabling document upload and natural language querying with efficient semantic search via pgvector.
Senior Systems Engineer
Infosys Limited
12.2019 - 12.2022
- Collaborated with the development team to design and implement real-time monitoring dashboards, improving visibility into database health, performance metrics, and query execution trends, which led to a 30% faster incident response time.
- Applied data-driven analysis to detect performance bottlenecks, resulting in a 25% improvement in query throughput and 15% reduction in CPU usage across production databases.
- Utilized SQL and Python for in-depth trend analysis on slow-running queries, helping to identify root causes and reduce average query response time by 40%.
- Explored and pilot-tested predictive modeling techniques to analyze database workload patterns, enabling proactive detection of anomalies and preventing over 10 potential outages per quarter.
Education
BTech. - Mechanical Engineering
Sreenidhi Institute Of Science And Technology
Hyderabad06.2019
Technical Entrepreneurship Program -
BITS
Hyderabad01.2019
Skills
- Machine learning and predictive analytics
- PostgreSQL and PineCone expertise
- Tools & Frameworks: Jupyter Notebook, Matplotlib
- Methodologies: Retrieval-Augmented Generation, Anomaly Detection, Time-Series Forecasting
Awards
Quarterly Performance Awards – Recognized for exceptional contributions in providing postgresql solutions to our customers at EnterpriseDB, Spotlight Employee Award – Acknowledged as a top performer within the team for outstanding problem-solving and innovation at EntepriseDB
Timeline
Senior Support Engineer I- Innovation & Operation
EnterpriseDB Software
12.2022 - Current
Senior Systems Engineer
Infosys Limited
12.2019 - 12.2022
BTech. - Mechanical Engineering
Sreenidhi Institute Of Science And Technology
Technical Entrepreneurship Program -
BITS
Similar Profiles
Juhi UbnareJuhi Ubnare
Senior HR Generalist at EnterpriseDB Software India Pvt LtdSenior HR Generalist at EnterpriseDB Software India Pvt Ltd
Ranjeeta MuleyRanjeeta Muley
AP Manager Global at EnterpriseDB Software India Pvt Ltd.AP Manager Global at EnterpriseDB Software India Pvt Ltd.
Mangesh KolurwarMangesh Kolurwar
Senior Commission Analyst at EnterpriseDB Software India Private LimitedSenior Commission Analyst at EnterpriseDB Software India Private Limited
Sreeram TRSreeram TR
Catalog Manager at AmazonCatalog Manager at Amazon
Partha Protim BoraPartha Protim Bora
Senior Project Management Specialist - SCM at Honeywell Technology Solutions (Aerospace Division)Senior Project Management Specialist - SCM at Honeywell Technology Solutions (Aerospace Division)