Raj Kumar

AI Engineer and Engineering Manager with 15+ years of experience in Banking & Financial Services (BFSI) and 6+ years specializing in applied AI leadership, enterprise architecture, and production delivery.

• Technical leader focused on building scalable AI systems that align with business outcomes.
• Strong emphasis on architecture, execution quality, and stakeholder trust in regulated environments.
• Bridges strategy, engineering, and delivery across the full AI lifecycle.

Deep expertise across modern AI capabilities used in enterprise environments and high-stakes delivery contexts.

• Generative AI for content generation, reasoning support, and product augmentation.
• AI Agents and Agentic AI for tool use, orchestration, and workflow automation.
• LLMs, NLP, and Computer Vision for language, knowledge, and visual intelligence systems.

Hands-on architect for production-grade AI systems built for security, scale, and reliability.

• Python, FastAPI, Docker, Kubernetes, and cloud-native deployment patterns.
• Production AI systems designed for maintainability, observability, and repeatability.
• Engineering discipline across data pipelines, APIs, and service integration layers.

Solution-focused work centered on high-value enterprise use cases and automation platforms.

• RAG systems for grounded retrieval and knowledge access.
• AI copilots, document intelligence, and semantic search experiences.
• Intelligent automation patterns that improve efficiency and decision quality.

Committed to trustworthy AI design with practical methods for transparency and multilingual inclusion.

• Explainable AI (XAI) using SHAP and LIME to support governance and stakeholder confidence.
• Responsible AI practices applied to enterprise model development and deployment.
• Multilingual AI work including Angika AI and low-resource language capabilities.