Dear Hiring Manager, I’m writing to express my interest in roles where I can apply my background in machine learning and AI research. With over three years of experience building scalable solutions for log analysis, predictive modeling, and generative AI, I bring a mix of hands-on technical expertise and research-oriented thinking. Most recently at Fujitsu Research, I led projects that applied hypergraph models and large language models to automate system diagnostics—resulting in improved efficiency and error detection. One of our key innovations is now part of a patent filing, and our associated paper is under review at a leading conference. I'm equally comfortable collaborating across teams as I am deep-diving into complex models. Here’s a quick snapshot of what I bring: • Strong programming skills in Python and experience with TensorFlow, PyTorch, and LangChain • Practical exposure to multivariate time series forecasting and graph neural networks • Proven success in generative AI and LLM-based systems, including data masking and query automation • Research-driven mindset with a track record of publishing and contributing to patents • Comfortable navigating agile environments and building end-to-end AI workflows I hold a Master’s in Computational and Data Sciences from the Indian Institute of Science, where I also served as a Teaching Assistant for a machine learning course. That role helped me hone my ability to explain complex ideas clearly—something I consider essential when working across teams. I'm open to opportunities in both India and the UAE, and I’d be happy to further discuss how my background can align with your team’s goals. Thank you for your time and consideration. I look forward to hearing from you. Warm regards, Athira Gopal Bengaluru, India (Open to relocate to UAE) 📞_Phone details not available. Sign in: https://www.twine.net/signup_ | ✉️ _Email not available. Sign in: https://www.twine.net/signup_ 🔗 LinkedIn: athira-gopal…Dear Hiring Manager, I’m writing to express my interest in roles where I can apply my background in machine learning and AI research. With over three years of experience building scalable solutions for log analysis, predictive modeling, and generative AI, I bring a mix of hands-on technical expertise and research-oriented thinking. Most recently at Fujitsu Research, I led projects that applied hypergraph models and large language models to automate system diagnostics—resulting in improved efficiency and error detection. One of our key innovations is now part of a patent filing, and our associated paper is under review at a leading conference. I'm equally comfortable collaborating across teams as I am deep-diving into complex models. Here’s a quick snapshot of what I bring: • Strong programming skills in Python and experience with TensorFlow, PyTorch, and LangChain • Practical exposure to multivariate time series forecasting and graph neural networks • Proven success in generative AI and LLM-based systems, including data masking and query automation • Research-driven mindset with a track record of publishing and contributing to patents • Comfortable navigating agile environments and building end-to-end AI workflows I hold a Master’s in Computational and Data Sciences from the Indian Institute of Science, where I also served as a Teaching Assistant for a machine learning course. That role helped me hone my ability to explain complex ideas clearly—something I consider essential when working across teams. I'm open to opportunities in both India and the UAE, and I’d be happy to further discuss how my background can align with your team’s goals. Thank you for your time and consideration. I look forward to hearing from you. Warm regards, Athira Gopal Bengaluru, India (Open to relocate to UAE) 📞_Phone details not available. Sign in: https://www.twine.net/signup_ | ✉️ _Email not available. Sign in: https://www.twine.net/signup_ 🔗 LinkedIn: athira-gopalWWWW…