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egbutaify2-ui/README.md
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Animated AI engineering introduction
GitHub LinkedIn LensLink live project

👋 Hey, I’m Egbuta Ifeanyi Chukwu

🚀 Founder of StackIt · Full-Stack Engineer · AI Engineer in the making

I build digital products, connect APIs, create mobile and web experiences, and turn AI ideas into useful things people can actually use.

Founder of StackIt Full-stack engineering AI engineering AI prompting and workflows

I’m a full-stack engineer, product builder, and founder of StackIt with a growing focus on AI engineering, LLM-powered applications, AI agents, and prompt engineering. I work across web and mobile development, API integrations, backend systems, and AI-assisted workflows—and I love bringing all those pieces together to solve real problems.

⚡ What I bring to the table

  • 🧠 AI engineering & prompting: Building with LLMs, designing prompts and context, exploring agent workflows, and connecting models to tools and real data.
  • 📱 Web & mobile development: React, Vite, Next.js, and React Native—turning ideas into useful product experiences.
  • 🔌 API & backend integrations: Connecting services, handling application data, and building the systems behind the interface.
  • 🏗️ Founder mindset: Building StackIt, a fintech and savings product, while learning through real product decisions, implementation, testing, and iteration.
  • 🔎 SEO & digital marketing: Bringing technical execution together with discoverability, content strategy, and digital growth.
  • 🌍 Based in Lagos, Nigeria: Open to global opportunities, collaborations, contract projects, and teams building ambitious products.

Featured AI work

Explore the live demo Gemini Sanity Context MCP Evidence-grounded AI

LensLink is one public example of my work with AI: an agent that answers camera and lens compatibility questions using structured records and source evidence. It distinguishes documented compatibility, documented incompatibility, and cases where there is not enough evidence to make a reliable claim.

What it demonstrates: LLM integration, agent workflows, structured knowledge retrieval, evidence-grounded generation, API validation, server-side secret handling, and integration testing.

I’ve built and explored other projects across AI engineering and software development that are kept in private repositories. **Additional project details and demonstrations are available upon request.**

Explore LensLink source code on GitHub Try the live LensLink demo

AI engineering toolkit & concepts

These are the tools, techniques, and engineering areas I work with or am actively deepening—not a claim that I have mastered every item.

LLM applications & agent systems

LLM Applications Prompt Engineering Context Engineering AI Agents Agent Orchestration Tool Calling MCP Structured Outputs Model APIs

Retrieval, grounding & reliability

RAG Knowledge Retrieval Embeddings Vector Search Grounded Generation Hallucination Mitigation Evaluation Guardrails

Software engineering & delivery

TypeScript JavaScript React Next.js Node.js React Native REST APIs PostgreSQL Supabase Sanity Git Render

AI-assisted development tools & platforms

ChatGPT GPT-6 OpenAI API Claude Gemini GitHub Copilot Cursor Windsurf Cline Roo Code Continue Aider Replit AI v0 Lovable Bolt.new

I use, evaluate, and explore AI-assisted development tools to help reason through code, accelerate implementation, troubleshoot issues, prototype interfaces, and connect models to real applications. The tools support the workflow; code review, testing, security, and verification remain part of the engineering work.

How I think about an AI feature

Define the task Retrieve context Call the model Validate output Test the result

For a useful AI feature, the model call is only one part of the system. Context quality, tool permissions, structured output, error handling, secret management, and evaluation matter too. LensLink is one practical example of this approach.

Field notes

Short reflections on engineering, AI systems, and building products in public.

GitHub activity

GitHub profile statistics Most used languages
GitHub contribution streak
GitHub profile summary and contribution activity
Animated snake moving across the GitHub contribution graph

Let’s build

I’m interested in opportunities where I can help connect AI models, data, APIs, and product experiences into software people can actually use.

Connect on LinkedIn Review LensLink

Building, testing, learning, and shipping—one useful system at a time.

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