M Faheem

Leading the design and implementation of LLM-powered agentic AI systems for enterprise automation.

Key Contributions

• Spearheading the organizational transition from traditional conversational bots to LLM-driven agentic AI systems capable of reasoning, planning, and autonomous task execution.
• Designing agent architectures that combine LLM reasoning, tool usage, and workflow orchestration to automate enterprise operations.
• Building multi-agent systems where specialized agents collaborate to retrieve information, perform reasoning, and execute business actions.
• Implementing enterprise-grade RAG pipelines integrating LLMs with structured enterprise knowledge sources and document repositories.
• Designing tool-enabled AI agents capable of interacting with enterprise systems through APIs and backend services.
• Architecting agent memory and context management systems to support multi-step reasoning and contextual decision making.
• Developing middleware services in Node.js enabling agents to interact with enterprise platforms and microservices.
• Designing voice-enabled AI agents integrated with telephony systems for natural enterprise voice automation.
• Implementing LLM guardrails, evaluation pipelines, and hallucination mitigation strategies for enterprise-safe deployments.
• Collaborating with enterprise stakeholders to identify automation opportunities where agentic AI can deliver measurable business value.

Designed and delivered enterprise conversational AI solutions across healthcare, IT service management, and customer support domains.

Key Contributions

• Architected and deployed large-scale enterprise virtual assistants supporting customer service and internal automation.
• Designed conversational systems including intent modeling, dialogue flows, and contextual conversation management.
• Developed custom middleware and connectors using Node.js to integrate conversational AI systems with enterprise platforms.
• Integrated conversational assistants with ServiceNow, Genesys, SharePoint, and Epic Systems.
• Led healthcare integrations with Epic, enabling appointment scheduling, prescription refills, and clinical information access.
• Built knowledge assistants using LLM-based architectures and semantic search, enabling contextual document retrieval and enterprise Q&A.
• Designed voice bots integrated with telephony platforms for automated customer interactions.
• Led end-to-end AI solution delivery including architecture design, estimation, stakeholder alignment, and production deployment.
• Implemented enterprise authentication, SSO, and security frameworks for production-grade deployments.

Simplotel is a Bangalore-based SaaS company backed by MakeMyTrip, dedicated to helping hotels worldwide grow direct bookings through modern, high-performance web platforms.

I led front-end development efforts for key customer-facing and internal tools, including the admin panel, booking engine, and modular UI components across client websites.

Key Contributions

• Led front-end development using Ember.js, JavaScript, HTML5, and CSS3 for hotel booking platforms and admin systems.
• Built modular UI components and scalable front-end architecture for multi-tenant deployments.
• Integrated REST APIs powering booking engines, dashboards, and content management systems.
• Optimized front-end performance and responsiveness across devices and browsers.
• Collaborated with backend teams integrating services built using Node.js and microservices architecture.

• Contributed to the Gmail ARIS (Account Recovery & Investigation Support) process—an essential operation, ensuring the security and integrity of Google’s account recovery workflows. Focused on analyzing and validating user account data to identify anomalies, detect abuse patterns, and resolve issues hindering account recovery.
• Employed internal diagnostic tools and data analysis methods to investigate user behavior, identify technical and procedural blockers, and enhance recovery processes. Collaborated with cross-functional teams to surface recurring issues and edge cases, balancing user accessibility with platform security.

• Designed and developed responsive, SEO-friendly full-stack websites tailored to client needs across various industries.
• Built and integrated RESTful APIs for dynamic content and third-party services.
• Ensured high performance, scalability, and cross-browser compatibility.
• Collaborated with clients to translate business goals into effective digital solutions.