Sidhartha Koneru
@sidharthakoneru
Data Scientist at PA Consulting
Bengaluru
A highly experienced and innovative Data Scientist with a strong background in Natural Language Processing (NLP) and Machine Learning. Expertise includes text pre-processing, sentiment analysis, and developing applications using Large Language Models like LLaMa and PaLM. Proficient in leveraging AWS, GCP Vertex AI, and various ML algorithms to deliver actionable insights and improve decision-making processes for organizations.
Experience
Data Scientist
PA Consulting
Implemented GenAI systems using GCP Vertex AI and GPT-2. Resolved duplicate records using Gradient Boosting. Developed a news navigator algorithm and a Roberta model for identifying behavioral patterns in rail accidents. Utilized LLMs for content generation and text summarization. Built an EV price prediction model and a PoC for predicting rail industry disruptions.
Analytics Consultant
Infosys
Led a team of 10 for SAP Analytics. Built Revenue Growth Analysis dashboards in Power BI. Conducted user behavior analysis using SQL. Developed a resilience scoring system for the rail industry and sales forecasting models for retail. Managed relational databases and automated health checks using VBA.
Education
University of Plymouth
Master of Science - MS
Data Science and Business Analytics
Licenses & Certifications
Data Science on Google Cloud Platform: Designing Data Warehouses