Felix Ibeamaka

AI Engineer | AI Agent |Machine Learning | Python | C++ | Computer Vision | Embedded System | IoT | Robotic and AI

[Felix Ibeamaka @Electronics____]

After 3+ years building in AI and backend engineering, my advice to anyone getting started:

Understand how things work.
Learn APIs, sync vs async, LLM calls, tools, asyncio, and background tasks.

You'll realize there are multiple ways to solve the same problem.

[Felix Ibeamaka @Electronics____]

What we pray for is not always what we get.

God gives you what's best for you most time better than what you prayed for.

God will always give me that which is better than what I prayed for

[Felix Ibeamaka @Electronics____]

Happy New Month to everyone pursuing a dream, building something meaningful, and believing in the possibilities ahead. Wishing you a month filled with progress, success, and new opportunities.

[Felix Ibeamaka @Electronics____]

Python Coding Tip for Beginners

Stop using range(len(list)) just to get indexes.
Use enumerate() instead it gives you both the index and the value in one clean loop.

Small change. Big improvement.
Follow for more Python coding tips.
#Python #LearnPython #CodingTips #CleanCode

[Felix Ibeamaka @Electronics____]

Making a successful 2026 New year resolution.

List out your goals for 2026.

Goals clearly stated turns to plans.

[Felix Ibeamaka @Electronics____]

Making a Successful 2026 New year resolution.

Reflect on 2025

[Felix Ibeamaka @Electronics____]

Merry Christmas to you all

[Felix Ibeamaka @Electronics____]

Did you know you can reverse a list in Python without modifying the original list?

A clean and Pythonic solution is slicing with a negative step.

#Python #Programming #SoftwareEngineering #PythonTips #LearningInPublic

[Felix Ibeamaka @Electronics____]

New tutorial 🎥

Explained LangGraph state schemas, reducers, and MessagesState — from simple to custom implementations.

Perfect for building LLM agents and LangGraph workflows.

🔗 Watch: https://t.co/PQ3tZxRBzt

#LangGraph #LLMAgents #AIEngineering #pythonlearning

[Felix Ibeamaka @Electronics____]

Trouble shooted C++ code for hours only to discover I used ' ' instead of " " for string

😭😭😭😭
Python has corrupted me

[Felix Ibeamaka @Electronics____]

Python Tip for Beginners

You can flatten a 2D list (matrix) in just one line using nested list comprehension.
It’s cleaner, faster, and perfect for data tasks in Python.

Small tricks like this help you write more Pythonic and efficient code as you grow. 💡

[Felix Ibeamaka @Electronics____]

Building agentic AI systems?
Start with understanding LangGraph: state, nodes, edges & conditional flows, graph execution.

What video on YouTube:
https://t.co/SrdieOqjL9

@Python_Dv
#AI #Langchain #Langgraph #AI_Agent

[Felix Ibeamaka @Electronics____]

That’s why continuous learning is non-negotiable. Even unicorn companies, with all their experts, still invest heavily in research and upskilling.

They key is: Learn. Relearn. and Unlearn.

The moment you become rigid, you stop growing.

No one is an island of knowledge.

[Felix Ibeamaka @Electronics____]

One of the biggest obstacles to growth as a software developer or engineer is believing you “know it all” simply because you’ve completed a training or mastered a tool.

[Felix Ibeamaka @Electronics____]

Take AI Engineering, for example:
You can build a scalable AI system with LangChain, another person can achieve the same with LangGraph, AutoGen, or CrewAI, and someone else might even automate the entire workflow in n8n within a day.

[Felix Ibeamaka @Electronics____]

@Python_Dv The game changer is Agentic RAG with reasoning

[Felix Ibeamaka @Electronics____]

Just dropped a quick tutorial on building a LangChain chatbot with the OpenAI API, including how to use system & human messages for better LLM responses.

Watch here 👉
https://t.co/wPdu1wWe0t

More AI content coming soon. Subscribe! 🚀 #LangChain #OpenAI #AI #LLMs #aiagent

[Felix Ibeamaka @Electronics____]

@godofprompt AI

[Felix Ibeamaka @Electronics____]

Python Coding Tips for Beginners

Did you know you can swap two variables in Python without using a third temporary variable?

How does it work?
a, b = b, a

Python allows tuple unpacking, which allows you to assign multiple variables at once.