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Build a Unity project from scratch with C#: game objects, components, scenes and assets, MonoBehaviour life cycle, input handling, physics and collision handling.
Apply zero-shot, few-shot, and transfer learning plus retrieval-augmented generation with Elasticsearch and LangChain to craft marketing content, micro-target campaigns, and govern AI ethically.
Build RAG pipelines and intelligent agents with LangChain: vector indexing, document chunking, custom tool calling, and multi-agent orchestration with LangGraph.
Build advanced Unity game systems: manage data with lists and dictionaries, design UI menus, script physics and IK animation, add AI pathfinding, multiplayer networking, and profiling-based optimization.
Build a complete Unity 6 game with C# scripting, add VR and AR experiences, optimize across mobile, desktop and console, then publish, monetize and market it.
Optimize AWS workloads for performance, cost, reliability, and security: choose containers and databases, deploy with CloudFormation, CodeDeploy and EKS, and control spend with Spot Instances and tagging.
Plan and execute AWS workload migrations: assess workloads, pick schema conversion and server migration services, and modernize with containers, Lambda, and purpose-built databases.
Design secure, scalable AWS architectures: permissions boundaries, VPN and Direct Connect connectivity, multi-account governance with Organizations and Control Tower, cost tagging, and disaster recovery strategies.
Build AI agents that combine LLM-driven web scraping, RAG pipelines with embeddings, vector databases and reranking, and Neo4j knowledge graphs linked through LangChain.
Build AI agents with deep reinforcement learning and LLMs: Q-learning, actor-critic, single- and multi-agent architectures, and a Streamlit app deployed with Docker.
Represent and analyze text with deep learning using one-hot encoding, TF-IDF, word embeddings and RNNs, then explore transformer architecture, BERT, LLM fine-tuning and prompt engineering.
Design game interfaces in Unity: structure canvases, panels, anchors, and automatic layouts, work with input systems, and adapt UIs for mobile, VR, MR, and AR.
Deploy and manage Windows 365 Cloud PCs: licensing and editions, architecture and security, custom images, Windows Autopatch and Boot, plus Intune resizing, backup and restore.
Integrate and troubleshoot Windows 365 Cloud PCs: use the Windows 365 Link device, collect diagnostic logs and performance counters in Intune, and configure Nerdio, Omnissa, and IGEL.
Design and program interactive Unity UIs: buttons, TextMeshPro text, images, masks and scroll views, dropdowns and input fields, UI animation, particles, and World Space UI.
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