Available to hire
I am a Master’s graduate with 1.5 years of experience at Covestro Deutschland AG, specializing in generative AI, AI evaluation, and AWS DevOps. I have a strong background in machine learning, deep learning, and data analysis, with hands-on Python expertise.
I enjoy designing and deploying AI applications, building cloud infrastructure, and developing data visualization tools to create impactful solutions that optimize workflows and drive innovation. I am passionate about exploring new AI technologies and contributing to meaningful projects.
Skills
Language
Telugu
Fluent
English
Advanced
Hindi
Advanced
German
Beginner
Work Experience
Internship as GenAI Developer - Development and Deployment of an Agentic AI Workflow at Covestro Deutschland AG
April 30, 2025 - July 21, 2025Designed and deployed an agentic AI application using LangGraph to optimize decision-making workflows for vector database queries, general inference, and summarization tasks. Developed a React-based front-end and a Python backend with FastAPI, leveraging Postman for API testing. Built and containerized the entire stack with Docker and deployed it to AWS using CDK, adhering to clean code practices. Version-controlled via GitLab, with CI/CD integration.
Masters Thesis - Evaluating the Performance of Retrieval Augmented Generation at Covestro Deutschland AG
November 30, 2024 - July 21, 2025Automated RAG’s Generation and Retrieval evaluation with RAGAS and PytrecEval, comparing model answers to chemist-provided ground truth. Built AWS cloud infrastructure with Lambda, SQS, and DynamoDB for PrismaChat RAG evaluation using CDK. Deployed Streamlit app on EC2 for chemist labeling, storing responses in S3 to create a retrieval ground truth. Benchmarked multilingual embedding models on over 1M data chunks of Covestro’s internal chemical data. Designed RAG pipelines, focusing on chunking strategies, vector databases, indexing, and fine-tuning models for optimized retrieval.
Internship as Data Analyst - Feature Extraction from R&D data sets at Covestro Deutschland AG
April 30, 2024 - July 21, 2025Conducted advanced time-series analysis on prepolymer synthesis data, enabling critical insights into key reaction parameters. Developed robust Python functions for automated feature extraction, enabling chemists to predict potential production issues in advance. Developed and deployed an interactive data visualization web app for chemists allowing real-time manipulation of parameters for individualized analysis.
Machine Learning Engineer - Electrical Vehicle Load Forecasting using Time Series Analysis at Cognizant Technology Solutions
March 31, 2022 - July 21, 2025Developed ARIMA, SARIMA, XG-Boost regressor, FB Prophet, LSTM models for time series analysis for EVs. Developed LSTM, achieved 96% test accuracy and strong performance on unseen data.
Education
Master of Science at Technische Hochschule Würzburg-Schweinfurt
March 1, 2022 - July 21, 2025Minor at G Pulla Reddy Engineering College
July 1, 2019 - July 31, 2021Bachelor of Technology at G Pulla Reddy Engineering College
August 1, 2017 - July 31, 2021Qualifications
Udemy - Machine Learning A-Z : AI, Python + ChatGPT
January 11, 2030 - July 21, 2025Udemy - The Complete Neural Networks Boot camp
January 11, 2030 - July 21, 2025Udemy - LLMs Mastery : Transformers & Generative AI
January 11, 2030 - July 21, 2025Industry Experience
Manufacturing, Software & Internet, Energy & Utilities, Life Sciences
Skills
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