GersentAI

🎬 AI Animation
🧠 AI Agents & Dashboards
☎️ AI Receptionists
⚡ Voice AI • Automation
🐍 Python • FastAPI • LLMs

[GersentAI @GersentAI]

I help developers + ML learners build faster using Python + AI tools.
Sharing tool stacks, demos, workflows & automation ideas.
Follow along 👇

[GersentAI @GersentAI]

#AIShortFilm #HeatWave #ClimateChange #AIFilm #ShortFilm #AIStory #GlobalWarming #Cinematic #AIVideo #EnvironmentalAwareness

https://t.co/WBLETZ3ObE

[GersentAI @GersentAI]

What happens when the sun refuses to show mercy?

A family struggles through an unforgiving heat wave, searching for relief in a world where every step feels heavier than the last.

As temperatures rise, one small act of kindness changes everything.
#AI #AImovie #AIshort

[GersentAI @GersentAI]

Created entirely with AI, this cinematic short highlights the growing impact of extreme heat and the importance of compassion during climate crises.

If this story moved you, like, share, and subscribe for more AI-generated cinematic stories.

[GersentAI @GersentAI]

Read here:
https://t.co/PDD8aNQ0f4

#AIEngineering #KnowledgeGraphs #AIAgents #GraphRAG #ArtificialIntelligence

[GersentAI @GersentAI]

Everyone is building AI agents.

But many AI engineers are skipping one of the most important foundations.....

[GersentAI @GersentAI]

If you're building enterprise AI or autonomous agents, this is a concept worth learning.

I wrote a deep dive covering:
- Why Knowledge Graphs matter
- GraphRAG vs Traditional RAG
- Real world enterprise use cases
- When you don't need a Knowledge Graph

[GersentAI @GersentAI]

https://t.co/pktqXjjz6Q

#medium #Blogs

[GersentAI @GersentAI]

For the past two years, AI conversations have been dominated by prompt engineering.

But production AI has a different challenge.

The real question is no longer:
"How do we write a better prompt?"

It's.....

#PromptEngineering #MCP #AI

[GersentAI @GersentAI]

n my latest article, I explore why this architectural change may have a bigger impact on AI engineering than prompt engineering itself.

#AI #MCP #LLM #AIEngineering #GenerativeAI #MachineLearning

[GersentAI @GersentAI]

🎬 My first full AI animated short is here.
Earth Defenders | Alien Invasion Across 4 Cities 🌍⚡👽

Started as an idea… turned into a full story.
Would love your support and feedback ❤️
#AIAnimation #EarthDefenders #YouTube

https://t.co/jGJJNkwKIR

[GersentAI @GersentAI]

🎬 My first full AI animated short is here.
Earth Defenders | Alien Invasion Across 4 Cities 🌍⚡👽

Started as an idea… turned into a full story.
Would love your support and feedback ❤️
#AIAnimation #EarthDefenders #YouTube

https://t.co/jGJJNkwKIR

[GersentAI @GersentAI]

AI engineering is starting to look much closer to systems engineering.

The hard part is no longer calling an API.

The hard part is controlling reliability, latency, cost, grounding, consistency, and behavior together.

Architecture decisions matter more than hype.

[GersentAI @GersentAI]

A lot of people entering AI assume prompt engineering and fine-tuning are competing approaches.

They are not.

They solve different problems at different layers of the system.

Prompt engineering controls behavior at runtime.

Fine-tuning changes behavior inside the model.

The real question is not:
“Which one is better?”
It is:
“What problem are you actually trying to solve?”

#promptengineering #finetuning #AI #AIagent

[GersentAI @GersentAI]

One of the hardest problems in production AI is evaluation.

Models can still sound fluent while becoming less accurate.

Small prompt changes.
Retrieval failures.
Context drift.
Without evaluation:
prompting becomes guesswork
fine-tuning becomes blind optimization