Ratnesh Singh — Director of Engineering
As an Engineering Manager at Google, I lead AI-driven innovation that harnesses the transformative power of Generative AI, Large Language Models (LLM), Natural Language Processing (NLP), AI Agents, and Prompt Engineering to deliver scalable, intelligent solutions that redefine user experiences and solve complex real-world problems. My charter is to explore, design, and deliver cutting-edge AI systems that empower teams and customers, enabling Google to stay at the forefront of AI advancements. With 14+ years of engineering leadership experience, I have guided cross-functional teams to architect and deploy high-performance AI/ML solutions that drive measurable impact. My leadership blends technical expertise, strategic vision, and team empowerment to deliver innovation at scale. I lead teams of 7–80 engineers (onshore/offshore), fostering a culture of ownership, collaboration, and continuous learning through mentorship, performance reviews, and growth workshops. I define and execute multi-quarter AI roadmaps, aligning with product vision and customer needs to maximize impact. My expertise spans AI/ML frameworks (TensorFlow, PyTorch, predictive analytics, anomaly detection), Natural Language Processing (NLP for knowledge extraction, policy compliance, conversational AI), Generative AI, AI Agents, and Prompt Engineering for large-scale AI solutions. I orchestrate architecture design, AI model evaluation, system integration, and operational scalability to deliver robust, intelligent platforms. Key achievements include leading teams to build AI-powered systems that process and interpret natural language, converting complex queries into actionable insights with unprecedented accuracy; optimizing AI pipelines to deliver high-quality results at scale; and shaping AI strategies that enhance performance and reliability. I am passionate about applying AI to solve customer challenges, improve decision-making, and create intelligent systems that transform industries. I mentor engineers and leaders in AI/ML strategy, system design, and prompt engineering, helping them build expertise and innovate confidently. My mission is to empower teams to explore the frontiers of AI, delivering solutions that are not only technically advanced but also ethically grounded and customer-centric. Let’s connect to discuss AI leadership, generative AI innovation, and building the next generation of intelligent systems.
Stackforce AI infers this person is a leader in AI and embedded systems engineering.
Location: Bengaluru, Karnataka, India
Experience: 15 yrs
Skills
- Artificial Intelligence (ai)
- Natural Language Processing (nlp)
- Generative Ai
- Prompt Engineering
- Engineering
- Cross-functional Team Leadership
- Embedded Software
- Multithreading
Career Highlights
- Led AI-driven innovation at Google.
- Delivered high-performance AI/ML solutions.
- Mentored engineers in AI/ML strategy.
Work Experience
Software Engineering Manager (7 mos)
Thales
Leader (6 mos)
Toshiba Software (India) Pvt. Ltd.
Engineering Leader (2 yrs 11 mos)
Toshiba
System Analyst (1 yr 2 mos)
Senior Software Engineer (1 yr 10 mos)
Honeywell
Embedded Engr I (3 yrs 10 mos)
Engineer (8 yrs 11 mos)
Education
PG in System Software Development at Centre for Development of Advanced Computing (C-DAC)
Bachelor of Technology - BTech at Dr. A.P.J. Abdul Kalam Technical University
10th at Sunbeam School Bhagwanpur Varanasi