
Building Agentic AI Systems
Notes from building autonomous systems that reason, plan, and execute approved actions across real-world workflows.
I'm Ali Askari, an 18-year-old tech entrepreneur from Karachi building intelligent software, AI automation, and creative digital brands.
I started coding at 17, teaching myself Python through late nights and online resources. What began as curiosity quickly became obsession — I was building projects before I fully understood how they worked, learning by breaking things and fixing them. Growing up in Karachi, I didn't have access to the same tech networks as Silicon Valley, but I had something more valuable: the internet, unlimited curiosity, and the willingness to figure things out.
I've always straddled two worlds: the logical, systems-thinking world of full-stack development and AI, and the visual, human-centered world of brand and graphic design. This dual track isn't accidental — I believe the best software isn't just technically sound, it's also thoughtfully designed. That philosophy led me to found NexuGem Agency, where I lead a small team building digital products that look as good as they function.

Autonomous AI agent for business automation

Full-stack AI task app with natural language chat

Interactive AI learning platform with RAG chatbot

Interactive quiz experience for web dev knowledge

Small businesses and solo entrepreneurs struggle to keep up with incoming tasks across multiple channels like email, WhatsApp, and LinkedIn. Hiring a full-time employee is expensive, and important leads or requests often slip through the cracks due to delayed responses.
Built an autonomous AI-powered employee system using Python and Groq AI (Llama-3.3). The system monitors multiple communication channels simultaneously, automatically generates action plans from incoming messages, and executes approved actions. Key technical decisions included using Llama-3.3 for cost-effective inference, a dual-approval workflow for safety, and modular channel watchers for extensibility.
The system can process and categorize incoming requests 24/7, reducing response time from hours to minutes. [ADD METRIC: e.g., 'Handles X requests per day' or 'Saves Y hours per week']
Freelance
Built websites, AI tools, design web app, and brand assets for clients across LinkedIn, X, Facebook, and Instagram. Served 4-10 clients with web apps.
Freelance
Placed 3rd in a national graphic design contest and continue creating logos, brand identities, and social media graphics. Fluent in Figma, Photoshop, and Illustrator.
Pakistan · 2026
Recognized among thousands of participants nationwide for excellence in graphic design and visual communication.
GitHub · 2026
Completed specialized curriculum focused on building and deploying reliable, safe AI agents in production environments.
GIAIC — Governor Initiative for AI · 2024–2025
Selected to mentor peers in Python, web development, and AI fundamentals through a government-backed tech initiative.
Self-founded · 2025
Established and grew a 5-person digital agency delivering web development, branding, and AI solutions to clients globally.
"I had an excellent experience with NexuGem Agency. They handled the social media management of my Facebook page Mom’s Kitchen in a very professional and creative way. Their team is responsive, understands social media strategies well, and helped improve our page engagement and online presence. I am very satisfied with their services and highly recommend NexuGem Agency to anyone looking for reliable social media marketing support."
Naheed
Cook, Mom’s Kitchen by Naheed
"I build a webisite for my home tutoring business with the help of NexuGem Agency. They were very professional and responsive throughout the process. They listened to my ideas and provided valuable suggestions to improve the design and functionality of the website. The final result exceeded my expectations, and I have received positive feedback from my clients. I highly recommend Nexu Gem Agency for anyone looking to create a professional website."
Kanwal
Teacher, The Citizen Foundation School
"Working with Ali was a game-changer for us. He delivered all our projects on time and exceeded our expectations. His expertise in web development and design is unmatched, and he always goes the extra mile to ensure client satisfaction. We highly recommend Ali for any digital project."
Rizia Sultana
CEO, NexuGem Agency
"Ali is a highly skilled and dedicated professional. He has a deep understanding of web development and design, and his attention to detail is exceptional. He consistently delivers high-quality work and is always willing to go above and beyond to meet client needs. We are grateful for his contributions to our projects and look forward to working with him again in the future."
Ayesha Khan
Marketing Manager, NexuGem Agency

Notes from building autonomous systems that reason, plan, and execute approved actions across real-world workflows.

How I plan, build, and ship Next.js and FastAPI products with clear requirements and scalable architecture.

Thoughts on combining brand design, UX, and AI automation to create more useful digital experiences.
Founded 2025 · Karachi, Pakistan
I founded NexuGem Agency to bring together talented freelancers under one roof, offering small businesses a complete digital presence package. We combine modern web development with AI-powered solutions and thoughtful brand design — no juggling multiple vendors, no communication gaps.
Our team of five serves clients across retail, tech education, and startups, helping them establish their online presence with websites that convert, brands that resonate, and marketing that actually reaches the right audience.
Got a project in mind? Let's create something amazing together. I'm always open to discussing new projects and opportunities.