{"id":447,"date":"2025-04-20T08:03:33","date_gmt":"2025-04-20T08:03:33","guid":{"rendered":"https:\/\/www.whitehattoolbox.com\/jobsinindia\/sme-india-agentic-ai-instructor\/"},"modified":"2025-04-20T08:03:33","modified_gmt":"2025-04-20T08:03:33","slug":"sme-india-agentic-ai-instructor","status":"publish","type":"post","link":"https:\/\/www.whitehattoolbox.com\/jobsinindia\/sme-india-agentic-ai-instructor\/","title":{"rendered":"SME India : Agentic AI Instructor"},"content":{"rendered":"

About Us<\/b><\/span>The name Interview Kickstart might have given you a clue. But here\u2019s the 30-second elevator pitch – Interviews can be challenging. And when it comes to the top tech companies like Google, Apple, Facebook, Netflix, etc., they can be downright brutal. Most candidates don\u2019t make it simply because they don\u2019t prepare well enough. Interview Kickstart (IK) helps candidates nail the most challenging tech interviews.<\/span>To keep up with the upcoming trends, we are launching our new Agentic AI course.<\/span>Requirements<\/b><\/span>Technical Expertise in at least one of the following topics:<\/span>1. Fundamentals of Agentic AI<\/span>\u25cf Key AI Agent Frameworks: AutoGen, LangChain, CrewAI, LangGraph<\/span>\u25cf Understanding Multi-Agent Systems: Reflection, Planning, and Task Automation<\/span>\u25cf Introduction to ReAct (Reasoning + Action) Framework<\/span>\u25cf Prompt Engineering & Function Calling<\/span>2. Building a simple AI Agent (Code-based for SWEs \/ Low Code for other Tech Domains)<\/span>\u25cf Develop a modular, AI agent using LangGraph or CrewAI capable of reasoning, decision-making, and tool usage<\/span>\u25cf Understand the role of graph-based agent workflows (LangGraph) and multi-agent collaboration (CrewAI)<\/span>\u25cf Deploy an interactive AI assistant that can execute tasks autonomously<\/span>3. Building Applications with LLMs & Agents (Advanced)<\/span>\u25cf AI Agent Memory & Long-Term Context<\/span>\u25cf Multi-Agent Collaboration & Orchestration<\/span>\u25cf Deployment (LLMOps, Langchain, LlamaIndex etc.)<\/span>\u25cf Emerging trends: LLMOps, guardrails, and multi-agent systems<\/span>4. Evaluation & Optimizing AI Agents: Performance & Cost Efficiency<\/span>\u25cf AI Agent Performance Monitoring & Logging<\/span>\u25cf Optimizing Inference Speed & Model Costs<\/span>\u25cf Fine-Tuning vs. Prompt Engineering Trade-offs<\/span>\u25cf Evaluating Agent Effectiveness with Human Feedback<\/span>5. Designing Robust and Scalable AI Systems for Modern Applications (For SWEs)<\/span>\u25cf Introduction to AI system design: scalability, reliability, performance, and cost optimization.<\/span>\u25cf Common design patterns for AI applications: pipeline, event-driven, and microservices.<\/span>\u25cf System architecture for LLM applications: inference engine, data pipeline, API layer, and frontend integration.<\/span>\u25cf AI-specific challenges: managing large datasets, optimizing latency, and handling model updates.<\/span>\u25cf Advanced topics: LLMOps, multi-model orchestration, and AI system security.<\/span>\u25cf Evaluating AI systems: throughput, reliability, accuracy, and cost-efficiency.<\/span>6. Building Advanced Agents (Code-based for SWEs) Build an Advanced Horizontal Multi-Agent System for a use cases like: \u25cf A multi-agent system that automates DevOps workflows, including CI\/CD monitoring, infrastructure scaling, and system health diagnostics.<\/span>\u25cf A multi-agent AI healthcare assistant to automate medical FAQs, appointment scheduling, and patient history retrieval.<\/span>\u25cf An agentic system that analyzes application security risks, detects vulnerabilities, and suggests fixes.<\/span>\u25cf An AI-powered multi-agent system that analyzes, summarizes, and extracts key insights from legal documents.<\/span>\u25cf An AI-driven multi-agent system for supply chain automation, handling inventory management, demand forecasting, and logistics tracking.<\/span>7. Agentic AI For PMs Build Agentic AI system using low code \/ no code tools for use cases relevant to PMs such as:<\/span>\u25cf AI-Powered Feature Prioritization Tool<\/span>\u25cf Customer Sentiment Analysis & Roadmap Alignment<\/span>\u25cf AI-Driven Competitive Landscape Analysis<\/span>8. Agentic AI For TPMs Build Agentic AI system using low code \/ no code tools for use cases relevant to TPMs such as:<\/span>\u25cf AI-Powered Stakeholder Management Bot<\/span>\u25cf Multi-Agent AI System for Program Risk Management<\/span>\u25cf AI-Driven Engineering Capacity & Resource Allocation Agent<\/span>9. Agentic AI For EMs Build Agentic AI system using low code \/ no code tools for use cases relevant to TPMs such as:<\/span>\u25cf Multi-Agent System for Engineering Productivity & Burnout Monitoring<\/span>\u25cf Multi-Agent AI System for Engineering Roadmap & Strategy Planning<\/span>\u25cf AI Agent for Cloud Cost Optimization in Engineering Workloads<\/span>Preferred Qualifications:<\/b><\/span>\u25cf Prior experience building and deploying LLM or agent-based applications in real-world settings<\/span>\u25cf Strong proficiency with agent frameworks like LangGraph, CrewAI, or LangChain (code-based for SWEs and low-code or no-code for Tech Domains)<\/span>\u25cf Strong understanding of system design principles, especially in AI\/ML-based architectures<\/span>\u25cf Demonstrated ability to explain complex technical topics to diverse audiences<\/span>\u25cf Experience teaching, mentoring, or creating content for working professionals in tech<\/span>\u25cf Excellent communication and collaboration skills, with a learner-first mindset<\/span>\u25cf Bonus: Contributions to open-source AI projects, publications, or prior experience with AI upskilling programs<\/span>Responsibilities:<\/b><\/span>\u25cf Instruction Delivery: Conduct lectures, workshops, and interactive sessions to teach machine learning principles, algorithms, and methodologies. Instructors may use various teaching methods, including lectures, demonstrations, hands-on exercises, and group discussions.<\/span>\u25cf Industry Engagement: Staying current with the latest trends and advancements in machine learning and related fields, engaging with industry professionals, and collaborating on projects or internships to provide students with real-world experiences.<\/span>\u25cf Research and Development: Conducting research in machine learning and contributing to developing new techniques, models, or applications.<\/span>\u25cf Constantly improve the session flow and delivery by working with other instructors, subject matter experts, and the IK team. \u25cf Help the IK team in onboarding and training other instructors and coaches<\/span>\u25cf Have regular discussions with IK\u2019s curriculum team in evolving the curriculum.<\/span>\u25cf Should be willing to work on weekends\/evenings and be available as per the Pacific time zone<\/p>\n

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About Us The name Interview Kickstart might have given you a clue. But here\u2019s the 30-second elevator pitch – Interviews can be challenging. And when it comes to the top tech companies like Google, Apple, Facebook, Netflix, etc., they can be downright brutal. Most candidates don\u2019t make it simply because they don\u2019t prepare well enough.<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[8],"tags":[],"class_list":["post-447","post","type-post","status-publish","format-standard","hentry","category-internship-opportunity"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack_likes_enabled":true,"jetpack-related-posts":[],"jetpack_shortlink":"https:\/\/wp.me\/pgs0IK-7d","_links":{"self":[{"href":"https:\/\/www.whitehattoolbox.com\/jobsinindia\/wp-json\/wp\/v2\/posts\/447","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.whitehattoolbox.com\/jobsinindia\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.whitehattoolbox.com\/jobsinindia\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.whitehattoolbox.com\/jobsinindia\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.whitehattoolbox.com\/jobsinindia\/wp-json\/wp\/v2\/comments?post=447"}],"version-history":[{"count":0,"href":"https:\/\/www.whitehattoolbox.com\/jobsinindia\/wp-json\/wp\/v2\/posts\/447\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.whitehattoolbox.com\/jobsinindia\/wp-json\/wp\/v2\/media?parent=447"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.whitehattoolbox.com\/jobsinindia\/wp-json\/wp\/v2\/categories?post=447"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.whitehattoolbox.com\/jobsinindia\/wp-json\/wp\/v2\/tags?post=447"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}