Kabshah Kashif

What if your app could actually talk back — and remember what you said? Two modes: — General assistant (talks, remembers, responds) — Tech support (diagnoses your computer issues via voice) #BuildingInPublic #VoiceAI #LiveKit #AIAgent

@dhruvkumar1805 github.com/Kabshah

finally hit 50 followers 🎉 didn't go viral, didn't do anything special just showed up every day drop your GitHub below, let's connect there too👇

@piyush784066 Java, Assembly

which programming language has the ugliest syntax?

@TheTriceRozay Hi

Even if you have 0 followers, Just say Hi, let’s follow you.

@james84_ Hello

Easiest way to gain 5000 followers 🔥 Just say = Hello ❤️ let follow you 💜

@buildwithsid github.com/Kabshah

kindly share your github profile i wanna judge you

@SubhamSaho4836 @X .

Today I learned that building the app is only half the job 😭 Distributing a Windows .exe means dealing with code signing, Defender warnings and browser trust too. #SoftwareEngineering

@atlasfunded Someone pls like this cmnt.

Any comment with the Zero likes on this post after 24 hours will win a FREE $25K instant account 🎉 Winners will be announced tomorrow! ⏰ Good luck!

Do something different this weekend. Become a PRO in AI Model Fine-tuning. Paste this prompt in Codex/ChatGPT/Claude/Grok. "You are an expert AI engineer and teacher. Your job is to teach me modern LLM engineering and fine-tuning concepts from beginner to advanced level using very simple daily-life language. Teach me step-by-step like a real mentor. Assume I am smart but new to the topic. Foundations: - LLM basics - How AI models work - Tokens - Tokenization - Context windows - Embeddings - Transformers - Attention mechanism - Parameters - Training vs inference - Open-source vs closed-source models Datasets & Training: - SFT datasets - Instruction tuning - Preference datasets - Synthetic datasets - Data curation - Dataset cleaning - Dataset formatting - Fine-tuning basics - Continued pretraining - Hallucination reduction Fine-Tuning: - LoRA - QLoRA - DPO - RLHF - Quantization - Model checkpoints - Adapter tuning - GGUF models Inference & Optimization: - KV cache - Flash Attention - Speculative decoding - Inference optimization - Model serving - Batch inference - GPU basics - VRAM basics - Latency vs quality tradeoffs Local AI Ecosystem: - llama.cpp - Ollama - vLLM - MLX - Hugging Face - Unsloth - Axolotl - PEFT - TRL library RAG & Memory: - RAG - Vector databases - Chunking - Retrieval pipelines - AI memory systems - Semantic search Agents & Workflows: - Prompt engineering - System prompts - Tool calling - Function calling - AI agents - Agentic workflows - Multi-agent systems - Browser agents Model Types: - VLMs - SLMs - Dense models - MoE models - Coding models - Reasoning models Deployment: - Local inference - On-device AI - API serving - Cloud GPUs - Edge AI basics Evaluation: - AI benchmarks - Human evals - Cost-per-token analysis - Speed benchmarking - Quality benchmarking Real-World Skills: - Building chatbots - Building AI copilots - AI automation - AI SaaS workflows - AI coding workflows - AI orchestration systems - AI product thinking Start from the absolute basics and gradually make me advanced. Rules: - Use simple English only - Avoid academic jargon unless necessary - Explain every difficult word in plain language - Use real-world analogies and daily-life examples - Use small code snippets when useful - Show practical use cases - Compare concepts side-by-side when helpful - Teach from fundamentals first, then advanced concepts - At the end of each topic: - give a short summary - give a simple mental model - give beginner mistakes to avoid - give a small exercise/project I want deep understanding, not memorization." Thank me later.

@RaeAlisa_ @lucent_ai Claude max pls🤌🏻

to celebrate 3 months since lauching @lucent_ai, we're giving away 5 Codex Pro / Claude Max plans 🎁 to enter, like this post + comment which one you'd pick (codex vs claude) winners will be selected from comments in 5 days 🫶

@itspriionly Hi

Hey,🌻 I'm looking to connect with people interested in: → Frontend → Backend → Full Stack → DevOps → LeetCode → AI/ML → Data Science → UI/UX → Freelancing → Startups Say hi & let's grow together #Connect

If u r planning to use AI in your business but worried about risk message me. I'll set it up safely for u. #AIforBusiness #AIAutomation #Entrepreneurship #TechForBusiness #AItools #StartupLife #DigitalTransformation #BusinessGrowth

@JamilKhabir396 Hi

@tobiflamme hello

Even if you have 0 followers Just like and say “hello” Let's follow you ASAP 📈

Spent 7/9 credits from AI Seekho 2026 trying to deploy an agent (ADK challenge lab). Thought I could do it easily💀 but everything got messy IAM permissions, Vertex AI errors, Cloud Logging API issues. Kinda disappointed in myself tbh😭 #AISeekho2026 #BuildInPublic

@itsolelehmann Cowork

i'm running a live claude cowork workshop for non-technical people on april 22 by the end of the 2 hours, you'll have a fully set up marketing system on your computer that: > produces a full week of content in one sitting, dialed into your voice so it sounds like you on your sharpest day > turns any marketing framework or post into a repeatable skill that claude runs on command for you > builds sales pages in minutes so you stop paying designers and copywriters thousands > schedules tasks to run while you sleep so you wake up to finished drafts, fresh ideas, and updated reports every morning > writes launch emails, newsletters, and sequences using the same frameworks behind my 6-figure product launches all click by click, on your machine, while i do it on mine here's everything that you get: • the full 2-hour live workshop where you build everything in real time • 16 personal skills that i built over 100s of hours for my own business • the complete recording so you can rewatch anytime • a self-paced course version of all the material • access to Claude Marketing OS telegram group this system runs 90% of the marketing behind my 7-figure brand doing 15M+ impressions/month and it's all yours come april 22nd comment "Cowork" and i'll DM you the link

@cyb3rshi3ld I'm in

@JasonLukeViews @Olarx_01 @cyb3rshi3ld Bruh literally everyone out their is just trying to sell their own labs & certs & shit. Too much noise and also jobs of this field aren't posted much on common job boards for some reason their are very few. Pls bruh tell about some fresher friendly niches.

Honestly get a SSD and go install Arch Linux using the aur arch Linux iso. Not any flavor. Install Arch BTRFS encryption on ssd Rice it after to flavor Firewall vpn basic system integrity and security measures shutting down ports etc Download install workstation packages and get QEMU up and running Now here’s where I’m weird, I’ll use kodachi OS over Kali (everyone uses Kali; it’s illegal in some countries etc blah blah) This is also why I just use arch and black arch repo for OSINT kodachi for hack the box :)) Either is fine just one is gonna be made with privacy in mind so this is your first thing choosing a workstation environment that your comfortable with using CIA triangle That’s literally a whole afternoon worth of work After I say learn wireshark and nmap rustscan like it’s your lifeline to living Start the hack the box etc Signup for bugcrowd for bugbounty That’s a lot but it’s a solid start and from there I’m sure there will be something to catch your eye and you will read manual and learn. More to come

@JasonLukeViews @Olarx_01 @cyb3rshi3ld What are good high paying niches?