Muhammad Umair
umair894
AI & ML interests
AI Consultant | Engineer | Global Trainer |PhD Scholar |6+ Years of Experience:
Specializing in building AI-powered SaaS solutions and delivering innovative AI, generative AI, and multimodal automation use cases. I've successfully led and contributed to dozens of projects, creating impactful proofs of concept (PoCs) that drive business value. With expertise in large language models (LLMs), computer vision, NLP, automation, and AI system design, I help companies unlock the power of AI to transform ideas into actionable solutions. As a global AI trainer, I empower organizations and individuals with the tools and knowledge to harness AI’s potential. Let’s build the future of AI together!
Recent Activity
upvoted
a
paper
3 days ago
Perception-Aware Policy Optimization for Multimodal Reasoning
upvoted
a
paper
3 days ago
A Survey on Vision-Language-Action Models for Autonomous Driving
reacted
to
MonsterMMORPG's
post
with 🔥
3 days ago
MultiTalk (from MeiGen) Full Tutorial With 1-Click Installer - Make Talking and Singing Videos From Static Images - Moreover shows how to setup and use on RunPod and Massed Compute private cheap cloud services as well
Tutorial video link > https://youtu.be/8cMIwS9qo4M
Video Chapters
0:00 Intro & MultiTalk Showcase
0:28 Singing Animation Showcase
0:57 Tutorial Structure Overview (Windows, Massed Compute, RunPod)
1:10 Windows - Step 1: Download & Extract the Main ZIP File
1:43 Windows - Prerequisites (Python, Git, CUDA, FFmpeg)
2:12 Windows - How to Perform a Fresh Installation (Deleting venv & custom_nodes)
2:42 Windows - Step 2: Running the Main ComfyUI Installer Script
4:24 Windows - Step 3: Installing MultiTalk Nodes & Dependencies
5:05 Windows - Step 4: Downloading Models with the Unified Downloader
6:18 Windows - Tip: Setting Custom Model Paths in ComfyUI
7:18 Windows - Step 5: Updating ComfyUI to the Latest Version
7:39 Windows - Step 6: Launching ComfyUI
7:53 Workflow Usage - Using the 480p 10-Second Workflow
8:07 Workflow Usage - Configuring Basic Parameters (Image, Audio, Resolution)
8:55 Workflow Usage - Optimizing Performance: 'Blocks to Swap' & GPU Monitoring
9:49 Workflow Usage - Crucial Step: Calculating & Setting the Number of Frames
10:48 Workflow Usage - First Generation: Running the 480p Workflow
12:01 Workflow Usage - Troubleshooting: How to Fix 'Out of VRAM' Errors
13:51 Workflow Usage - Introducing the High-Quality Long Context Workflow (720p)
14:09 Workflow Usage - Configuring the 720p 10-Step High-Quality Workflow
16:18 Workflow Usage - Selecting the Correct Model (GGUF) & Attention Mechanism
17:58 Workflow Usage - Improving Results by Changing the Seed
18:36 Workflow Usage - Side-by-Side Comparison: 480p vs 720p High-Quality
20:26 Workflow Usage - Behind the Scenes: How the Intro Videos Were Made
21:32 Part 2: Massed Compute Cloud GPU Tutorial
22:03 Massed Compute - Deploying a GPU Instance (H100)
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