Ramacharan Reddy Kasireddy
AI Engineer @ Feuji
About
• 2+ years of experience in building solutions using Data Science, AI/ML, and dataflow automation. • Skilled in NLP, Deep Learning, and AI-powered systems, with focus on practical applications in finance healthcare. • Passionate about data-driven problem-solving, hard working with strong work ethic and communication skills.
United States
Irving
Higher Education
Large Language Model Operations (LLMOps), Deep Neural Networks (DNN), Scikit-Learn, Pandas, Energy Efficiency, Prompt Design, Prompt Engineering, Microsoft Azure, Statistical Data Analysis, Machine Learning, Git, Gitlab, Artificial Intelligence (AI), Extract, Transform, Load (ETL), Data Analysis, PostgreSQL, Telegram (Software), Transformers, PyTorch, Database Management System (DBMS)
Experience
AI Engineer
Feuji
Irving, Texas, United States
AI Engineer Intern
Feuji
Irving, Texas, United States
Student Researcher
University at Buffalo
Buffalo, New York, United States
• Conducted research focused on enhancing energy efficiency in Large Language Models such as GPT-2, employing techniques including quantization, distillation, and low-rank factorization. • Optimized GPT-2's energy efficiency through quantization methods, resulting in a 19.8% reduction in CO2 emissions while maintaining model performance, with only a 6% increase in perplexity scores. • Explored the synergistic effects of combining distillation and quantization approaches, achieving a 45.2% decrease in emissions at the expense of a 57.4% rise in perplexity, underscoring the need for balancing energy efficiency and model performance.
Machine Learning Engineer
Flable AI
Hyderabad, Telangana, India
Data Insights for Clients using Azure, Databricks, Python, Spark, PowerBI, MLflow, Statsmodels, PostgreSQL, Jenkins Flable Digital Assistant Using Python, OpenAI, MiniTransformers, Telegram Bot, Fast API, PostgreSQL, MongoDB
Member at Web Dev Team OWASP Student Chapter VIT Chennai
CYSCOM VIT Chennai
Education
University at Buffalo
Computer Science
Vellore Institute of Technology
Computer Science
Ramacharan Reddy Kasireddy's Contact Information
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