Monu’s Homepage

A experienced machine learning engineer in implementing machine learning techniques, and frameworks (Scikit-learn, TensorFlow, PyTorch); Hands-on experience in building, and deploying machine learning applications

🌍 I’m based in Bangalore, India

🤝 I’m open to collaborating on ML Projects, Kaggle Competitions, Consultancy

📽️ I am also interested in assisting others on their path in the world of Machine Learning and academia.

👨🏻‍🔬 Professional Experience

Currently I am working as a Data Scientis at the Standard Chartered Bank, Bangalore, India and working on various Machine Learning Use Case related transaction banking, wholesale banking and related fields with aim to provide actionable insights for marketing campagign.

Additionally, I have professional experience working as an Data Scientist at the HSBC Global Analytics Center. There I worked on creating machine learning and natural language processing products with focus on trade banking clients.

📚 Teaching and Community Contributions

To further contribute to the Machine Learning community, I have decided to write blog on this website, and share with connections on likedin and substack.

🧑‍💻 Skills

• Data Science and Machine Learning - Python (Programming language), PySpark, SQL, Dataiku; Algorithms Linear Regression, Logistic Regression, KNN, K-Mean, DTs, Gradient Boosted Trees; XGBoost; A/B Testing

• Deep Learning - Framework - PyTorch; DNN, CNN, RNN; NLP - word2vec, Tokenizers, Attention Mechanism

• Machine Learning Operations - MLFlow, Docker, FastAPI, Github Actions, Cloud - AWS