
What I Actually Learned Building with 5 Agentic AI Frameworks.
I explored OpenAI, CrewAI, LangGraph, Autogen, and MCP frameworks by building real projects. This post shares insights, pros, cons, and use cases to help you pick the right one.
Get To Know Me Better
I’m Segun Jr Agbetuyi, a full-stack engineer with a little over 5 years of experience building web products and AI-powered features. I enjoy working on things end-to-end, from shaping an idea to writing the code, to shipping and improving it based on real user feedback. Over the years, I’ve worked across frontend, backend, and cloud infrastructure, and I’m especially comfortable with JavaScript/TypeScript, React/Next.js, Node.js, and Python. I also hold an AWS Developer Associate certification and enjoy setting up solid CI/CD pipelines that make teams faster and more confident shipping changes.
I care a lot about writing clean, readable code and keeping things simple where possible. I like collaborating closely with designers and product teams, helping turn fuzzy requirements into practical solutions. Outside of work, I enjoy building side projects (often experimenting with AI integrations), contributing to open source when I can, and helping other developers grow. I’m always curious, always learning, and I genuinely enjoy building things that people find useful.
A comprehensive overview of my technical proficiencies and tools I work with daily
My Professional Journey

SmartParcel
•full-timeLeading the development of enterprise-scale web applications using React, Node.js, and AWS. Architecting microservices and implementing CI/CD pipelines for improved deployment efficiency.
Freelance
•freelanceWorked with various clients building custom websites and web applications. Managed entire project lifecycle from requirements gathering to deployment.

100 Devs
•full-timeBuilt and maintained full-stack web applications using modern JavaScript technologies, with a strong focus on React and Node.js. Comfortable working in Agile environments, collaborating with teams, and resolving critical issues to keep applications fast, reliable, and user-friendly.
My Academic Background
Assumption University Thailand
Aircraft Maintenance
Comprehensive computer engineering education with focus on aircraft maintenance and avionics. Active member of Computer Science Student Association.
Visit WebsiteSome Of My Work



Network Security Machine Learning Project for Phishing Detection



A Nextjs Web App for SmartParcel.
Professional Credentials & Certifications
October 6, 2023
for
Advanced AWS certification demonstrating expertise in developing complex systems using AWS services.
Amazon Web Services
What I Can Do For You
Build modern, scalable web applications from concept to deployment using cutting-edge technologies.
I specialize in building complete web applications using the latest technologies and best practices. From responsive frontend interfaces to robust backend APIs and database design, I handle every aspect of your web application development needs.
Pricing
Pricing varies based on project complexity, features, and timeline. Contact for detailed quote.
Timeline
4-12 weeks depending on scope
Integrate cutting-edge AI capabilities into your applications using GPT, custom ML models, and more.
Transform your application with AI capabilities. I help businesses integrate GPT models, build custom machine learning solutions, and implement intelligent features that provide real value to users.
Pricing
Custom pricing based on AI complexity and usage requirements. Includes initial setup and optimization.
Timeline
6-16 weeks depending on complexity
Expert guidance on technology strategy, architecture decisions, and best practices for your projects.
Get expert advice on your technology decisions, system architecture, and development strategy. I help companies make informed technical decisions that align with their business goals.
Pricing
Hourly rate for consulting sessions. Package deals available for ongoing engagements.
Timeline
Flexible, based on consulting needs
Design and build robust RESTful and GraphQL APIs with comprehensive documentation.
Pricing based on API complexity and number of endpoints.
⏱️ 3-8 weeks
Build complete e-commerce platforms with payment processing, inventory management, and analytics.
Custom pricing based on features and scale. Includes initial setup and training.
⏱️ 6-12 weeks
Speed up your web applications and improve user experience through comprehensive optimization.
Fixed price for audit and optimization based on application size.
⏱️ 2-4 weeks
Thoughts, Tutorials, and Insights

I explored OpenAI, CrewAI, LangGraph, Autogen, and MCP frameworks by building real projects. This post shares insights, pros, cons, and use cases to help you pick the right one.

Learn essential text preprocessing techniques like tokenization, stopword removal, stemming, lemmatization, and n-grams analysis to clean raw text for better NLP model performance.

Fairness-first face & skin AI: multi-label detection (acne, pigmentation, wrinkles) with per-skin-tone evaluation, Grad‑CAM explainability, and reproducible MLOps (MLflow + DVC).

A practical guide to integrating OpenAI's GPT-4 API into your web applications, including best practices for prompt engineering and cost optimization.

A practical, production‑leaning walkthrough of a TypeScript + AWS serverless microservices e‑commerce backend: architecture, services, data boundaries, local dev, and deployment.
Wherever You Are In The World, Let's Work Together On Your Next Project.
Hi! I'm Segun Jr Agbetuyi. Ask me anything about my work, experience, or projects.
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