Dear Hiring Manager,I am excited to apply for the Data Scientist / Machine Learning Engineer position at your organization. With over 4 years of experience delivering AI-driven solutions across industries, I specialize in building scalable machine learning, NLP, and cloud-based analytics systems that generate measurable business impact.At MetLife, I built custom LLM-powered chatbots that enabled clients to analyze structured data, streamline decision-making, and improve operational efficiency. I also developed a computer vision solution using OpenCV to automatically compare engineering drawings, saving significant analysis time. My experience extends to deploying end-to-end data science workflows on AWS and Vertex AI, optimizing ML pipelines, and implementing statistical models such as XGBoost to deliver accurate predictions.Previously at Sigma Tech Solutions, I designed ETL workflows with Spark and Python, cutting processing time by 30% while improving data quality. I enhanced predictive performance using LSTM models for time-series forecasting and developed interactive Power BI dashboards that empowered business users with real-time insights. Additionally, I leveraged Generative AI for automation, reducing manual reporting efforts and improving efficiency.I bring a proven track record of transforming complex data challenges into production-grade, high-impact solutions. I am eager to contribute my expertise in Generative AI, NLP, computer vision, and cloud technologies to your team and help drive data-driven innovation.Sincerely,Pranathi Guntaka📱 +1 (551) 722-6281✉️ [email protected]