Rishit Pattani

About Rishit Pattani

I\'m a Neural Network Architect with a passion for solving real-world problems using intelligent systems. I specialize in designing, training, and deploying machine learning models—particularly in safety-critical and high-impact domains.Most recently, I worked on the Runway Overrun Awareness and Alerting System (ROAAS), where I led the neural network design and implementation. ROAAS uses real-time flight and landing data to proactively predict runway overrun risks, combining data science with aviation safety.My approach blends a deep understanding of AI/ML fundamentals with hands-on system integration and deployment experience. Whether it’s optimizing model performance or collaborating with cross-functional teams, I focus on creating solutions that are accurate, reliable, and usable.Always open to connecting with professionals in AI, aviation, safety systems, and anyone passionate about applying technology for meaningful impact.

Experience

1. Senior Principal Engineer

   Collins Aerospace

   Nov 2025 — Present · Cedar Rapids, IA, US

   As part of the AI Enablement & Automation organization at Collins Aerospace, I contribute to designing and deploying cutting-edge AI-driven tools that streamline engineering workflows across the enterprise. Our team’s focus is to enable faster cycle times, reduce total lifecycle cost, lower tech debt, and improve reusability by transforming manual, repetitive tasks into intelligent automated solutions.In this role, I work at the intersection of AI research, engineering efficiency, and solution delivery, supporting the mission of driving high-impact automation across the business. This includes- Developing and integrating advanced AI/ML capabilities to enhance engineering processes and accelerate product development- Evaluating feasibility and performing front-end technical research to identify opportunities for disruptive automation- Serving as a key contributor in clearing white-space areas, exploring novel tool concepts, workflows, and engineering problems beyond traditional boundaries- Advocating funding and feasibility for new AI/automation initiatives from early concept through advanced capability development- Acting as a focal point for product deployment, ensuring new tools, techniques, and methods meet the unique requirements of engineering channels and product teams- Navigating complex cross-functional requirements to deliver automation solutions that scale across programs and product lines- Supporting efforts aligned with the Product Line Engineering Center of Excellence (CoE) to bring standardized, reusable, and high-quality tools to the organization.Overall, my work contributes to accelerating engineering capabilities, improving operational efficiency, and enabling Collins Aerospace to leverage AI and automation as strategic differentiators across programs.

Education

• Saurashtra University

  Bachelor of Engineering (B.E.), Electrical, Electronics and Communications Engineering

  2005 — 2009

• Center For Development of Advanced Computing, Hyderabad

  PGDiploma, Embedded System Design

  2009 — 2010

Skills

• C
• Matlab
• Do-178b
• Embedded Systems
• Tortoise Svn
• Xml
• Clearquest
• Visual C++
• Lynxos
• Eclipse
• Python
• Perl
• Systems Engineering
• Doors
• Harvest
• Vaps
• Simulink
• Rtw
• Integration
• Problem Analysis
• Problem Solving
• Avionics
• Embedded Software
• Testing
• C++
• Arm
• Software Engineering
• Rtos
• Embedded C
• Embedded Linux