Sai Kumar Reddy Mandha
AI Engineer @ Fetch.ai
About
A highly motivated Technology Analyst with 6 years of experience bringing cutting-edge AI solutions to life. My journey in the world of AI and data began with a fascination for its transformative potential, and I've since honed my skills in various facets of the field, from machine learning and data analysis to computer vision and natural language processing. My expertise lies in developing and deploying AI models that solve real-world problems. Whether it's increasing financial forecasting accuracy by 20% using advanced Python algorithms or streamlining data processing workflows by 25% with Knime, I thrive on tackling complex challenges with the power of AI. My passion extends beyond technical prowess; I'm also a strong communicator and team player, adept at collaborating with diverse stakeholders to bring projects to fruition. As an AI Engineer, I aspire to be at the forefront of innovation, pushing the boundaries of what's possible. I envision a future where AI empowers individuals and businesses to achieve new heights, and I'm committed to playing my part in making that vision a reality. I'm particularly drawn to projects that leverage AI for social good, such as healthcare, environmental protection, and education. I believe AI has the potential to revolutionize every aspect of our lives, and I'm eager to be a part of that journey. I am open to exploring new and exciting opportunities in the field of AI. If you have any innovative projects or challenging positions in mind, I would be happy to connect and discuss how my skills and experience can contribute.
United States
Austin
Computer Software
RevenueCat, TypeScript, Voice AI, AI Product Development, Supabase, React Native, ElevenLabs, Mobile Application Development, LangGraph, Generative AI, Agentic AI Development, Streamlit, State Management, FastAPI, AI Fact Verification, AI Workflow Automation, Model evaluation , Text Classification, Microsoft Power BI, Feature Engineering
Experience
AI Engineer
Fetch.ai
United States
- Develop and implement AI agents by contributing to the design and optimization of machine learning algorithms and software systems, which include data preprocessing and model deployment. - Collaborate with cross-functional teams to analyze data, identify patterns, and integrate AI technologies into existing products and services, ensuring effective testing and troubleshooting. - Engage in continuous learning and application of best practices in AI and software development, participating in code reviews and research to enhance code quality and project innovation.
AI/ML Engineer
UnitedHealth Group
Bengaluru
Payment Integrity Data Science at Optum Tech, UnitedHealth Group
Machine Learning Engineer Trainee
UnitedHealth Group
Bengaluru
• Led development of a scalable search utility over 8M+ call transcript summaries using vector DBs, custom embeddings and hybrid search with performance optimizations, enabling fast, accurate, and intuitive access to insights; built interactive UI with Plotly and Streamlit to enhance usability and reduce time-to-value. • Devised an unsupervised ML solution to map caller intent to 1000+ taxonomy categories, reducing manual effort and boosting advocate efficiency. Implemented a 2-step pipeline using hybrid search with fine-tuned embeddings and LLMs, achieving 74% classification accuracy. • Developed an automatic call summarization solution to accelerate post-call documentation for advocates. Fine-tuned open-source LLMs using GPT-4–generated data on curated contexts to mitigate context length limitations, and further enhanced performance with RLHF technique.
Education
University of Central Missouri
Computer Science
Master’s in Computer Science with coursework and practical exposure in Artificial Intelligence, Machine Learning, Deep Learning, Generative AI, Cloud Computing, Software Engineering, Database Systems, and Data Analytics. Developed a strong foundation in designing intelligent systems, building scalable applications, and applying modern technologies to solve real-world problems.
Narayana Institute
MPC
During my Intermediate studies, I dedicated myself to preparing for the challenging JEE and EAMCET exams, which required me to develop strong analytical and problem-solving skills. Additionally, I completed a training program in Java programming, which provided me with a comprehensive understanding of the language and its applications. This experience has given me a solid foundation in programming concepts, which I am excited to apply in my future career endeavours.
Sai Kumar Reddy Mandha's Contact Information
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