Venkata Sai Raghava Koundinya Poluri
Hyderabad
Summary
2 years of experience in AI ML, Software Development, and Project Management. Proficient in Python, R, ML and NLP. Developed AI models, deployed apps, and was an integral part of many successful projects. Seeking to apply analytical expertise in a dynamic team to drive data-driven solutions
Overview
2
2
years of professional experience
Work History
Gen AI Developer
EProSoft Pvt. Ltd. (Client: Johnson & Johnson)
Hyderabad
2023.10 - Current
- J&J HR Chatbot: Currently working on creating a Gen AI chatbot for the HR team in Johnson & Johnson.
- LLM Orchestration: Tested out different Large Language Models to find the one yielding the best output. Worked with Falcon and Open AI, before settling on Llama 2.
- Document Summarization: Creating a Gen AI system that reads the documents that have been uploaded and generates the required summary based on the data chunks uploaded in the vector database.
- Conversational Memory Activation: Activated Conversational History for the chatbot for the Document Summarization.
Python Specialist
BCT Consulting Pvt. Ltd. (Client: PricewaterhouseCoopers Pvt. Ltd.)
Hyderabad
2022.02 - 2023.10
- Data Extraction from Engagement Letters: Worked on this project using Regex and AppScripts.
- Project Coordinator: Worked directly under the team manager as the project coordinator for two main projects.
- Human Capital Retention: Created a Machine Learning Model that predicted the date and reason for the resignation of a member of the organization.
- Data Extraction 2.0: Worked on perfecting the model for the Data Extraction Project, which involved shifting the project to Python and introducing an AI model that would help in extracting data in a more efficient manner. Document Data Redaction: Used Natural Language Processing and Python, to go through uploaded documents and redact confidential information.
- Compliance Team: Worked with the Compliance and Devops Team as a project coordinator. I was in charge of making sure the Application Readiness Reviews are done, along with Software Development Documetns, Blackduck scans, Code Reviews, Veracode scans, Security Readiness Testing, and managing the timelines of all the projects.
Education
Bachelor of Technology - Computer Science And Engineering
Christ University
Bangalore2019-05
Skills
- Python
- Machine Learning
- Natural Language Processing
- AppScripts
- Java Script
- Qualtrics
- Time Series Forecasting Neural Networks Image Processing
- Tensorflow
- Langchain
- Vector Database
- Retrieval Augmented Generation
- Amazon Sagemaker
Languages
English
First Language
German
Upper Intermediate (B2)
B2
Timeline
Gen AI Developer
EProSoft Pvt. Ltd. (Client: Johnson & Johnson)
2023.10 - Current
Python Specialist
BCT Consulting Pvt. Ltd. (Client: PricewaterhouseCoopers Pvt. Ltd.)
2022.02 - 2023.10
Bachelor of Technology - Computer Science And Engineering
Christ University
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