SUMANYU SINGH
@singhsumanyu
SUMANYU SINGH
@singhsumanyu
I'm a passionate Machine Learning and NLP (Natural Language Processing) enthusiast with a strong interest in ML, NLP, and MLP (Multi-Layer Perceptrons). I have intermediate-level proficiency in Python
I'm a passionate Machine Learning and NLP (Natural Language Processing) enthusiast with a strong interest in ML, NLP, and MLP (Multi-Layer Perceptrons). I have intermediate-level proficiency in Python
Mohali, India
I’m a passionate Machine Learning and NLP enthusiast with a solid foundation in Python. My expertise lies in building and deploying ML models, especially Multi-Layer Perceptrons (MLPs), and solving real-world NLP problems using state-of-the-art techniques like BERT and Transformers.
Skills
Machine Learning: Proficient in supervised/unsupervised learning, classification, regression, and clustering.
Deep Learning: Hands-on experience with MLPs, CNNs, RNNs, LSTMs, and transformers (BERT, GPT-like).
NLP: Skilled in text classification, NER, sentiment analysis, and using Word2Vec, GloVe, and Hugging Face for NLP tasks.
Python: Intermediate proficiency with NumPy, pandas, Scikit-learn, TensorFlow, PyTorch, and SpaCy.
Deployment: Experience with Flask, FastAPI, and deploying models on AWS and GCP.
Tools
Cloud: AWS, GCP
Frameworks: TensorFlow, PyTorch, Scikit-learn
Version Control: Git, GitHub
Data Science: Jupyter, Google Colab