Open to opportunities

Pritam Dey

@pritamdey

Message

AI/ML trainee building real-time computer vision and NLP systems with Python and TensorFlow.

India

Message

What I'm looking for

I’m looking to build production-ready ML systems with scalable infrastructure—especially real-time computer vision and NLP. I want ownership across model training, evaluation, and full-stack tooling that turns prototypes into dependable AI products.

I’m an AI/ML undergraduate trainee focused on building real-time computer vision and NLP systems, with a strong drive to ship models that perform reliably in real-world settings. I trained and evaluated 5+ ML models on structured and unstructured datasets, ran EDA on 10k+ samples using Pandas, and improved model performance by 20% through feature engineering and hyperparameter tuning.

My projects reflect my end-to-end mindset: I built a facial expression recognition system using EfficientNetB0 transfer learning (65% accuracy) and a real-time webcam pipeline with OpenCV and TensorFlow. I also developed an attention-based image captioning model with EfficientNetV2L and LSTM (Bahdanau Attention, BLEU-4 of 30%), and created a full-stack AI code review tool that uses a Gemini-based API to return structured, Markdown-ready feedback.

Experience

Work history, roles, and key accomplishments

AI and ML Trainee

MSME Tool Room and Technology Center Kolkata

Aug 2025 - Sep 2025 (1 month)

Trained and evaluated 5+ ML models on structured and unstructured datasets, and performed EDA on 10k+ samples using Pandas and Matplotlib. Improved model performance by 20% through feature engineering and hyperparameter tuning.