5️⃣ Recommendation System with Collaborative Filtering
The engine behind Netflix and Amazon. Build your own.
(Proves you understand personalization at scale.)

4️⃣ Speech Emotion Recognition
Build a model that can hear joy, anger, or sadness in voice recordings.
(Customer service, healthcare, and virtual assistants all need this.)

3️⃣ Graph Neural Networks for Social Network Analysis
Predict friendships, detect communities, and build smarter recommendation engines. (Exactly what powers LinkedIn, Twitter, and Facebook.)

1️⃣ Reinforcement Learning for Financial Trading
Train an RL agent to make buy/sell decisions and beat simple benchmarks. (Think hedge-fund level skills.)

2️⃣ Human Pose Estimation from Video
Track body movements for sports analytics, physical therapy, or gesture recognition.

Here’s the truth → Recruiters have seen these a thousand times.
If you want to stand out in 2025, you need projects that scream real-world impact.

Here are 5 advanced machine learning projects that prove you can handle complex, practical problems:

Thanks 🙏🙏

I worried if it becomes X 🤣🤣