Sai Abhishek Nemani

Ai Strategy and Implmentation Consultant @Gateway Solutions Inc

Overland Park, KS, US

Participated in all phases of the Software Development Life Cycle (SDLC) using agile methodologies to ensure smooth project progression and timely delivery.• Designed and developed machine learning models using Python and Scikit-learn to support predictive maintenance, enabling proactive identification of component degradation in aircraft systems.• Built and maintained data ingestion pipelines with PySpark and Apache Airflow, processing large volumes of sensor and telemetry data from aircraft for real-time analysis.• Implemented deep learning solutions with TensorFlow and Keras to detect and classify surface defects on aircraft parts through high-resolution image data.• Developed interactive dashboards using Plotly Dash and Flask, providing engineers and analysts with real-time insights into engine performance, system health, and fault diagnostics.• Applied Natural Language Processing techniques using HuggingFace Transformers to extract insights from maintenance records and pilot incident reports, improving operational awareness.• Automated model training and deployment workflows using GitLab CI/CD and Jenkins, ensuring consistent integration of machine learning solutions into production environments.• Utilized Docker to containerize applications and ML services, enabling consistent deployment across development, testing, and production stages.• Created a hybrid forecasting model combining time series analysis and machine learning to estimate component replacement timelines based on historical usage patterns.

George Mason University

Master's degree

Mahatma Gandhi Institute of Technology

Bachelor's degree