Manogna Mantripragada

Hi, I am Manogna!!

💟 I’m a machine learning engineer who thrives on reading between the lines to narrate an untold story of data. I’m looking for opportunities to combine my passion for data and my desire to build a better society by bridging the gap between today and tomorrow using Artificial Intelligence.

🏆 I have explored various domains, including energy & oil, and e-commerce. One of my proudest achievements is a patent-pending for inventing a novel deep learning model (VAE) to address a multivariate multiple regression problem in the oil industry. I am also a strong advocate for women in technology and have co-founded and co-chaired a club (Husky Systers Code) catering to the graduate women at my university.

🌈More things I enjoy!: Music is my stress-buster and I am a trained Hindustani classical singer. An ocean lover by the day and a stargazer by the night.

Technical Skills

✤Programming: Python, SQL, BASH, Linux
✤ML Libraries: NumPy, Pandas, Scikit-learn, Matplotlib, Seaborn, TensorFlow, Keras, Pytorch, NLTK
✤Statistics/ ML Techniques: Probability, feature engineering, dimensionality reduction, hypothesis testing, maximum likelihood, confidence interval, ANOVA, regression, classification, clustering, neural-networks (CNN, RNN, LSTM, VAE), NLP, Computer Vision.
✤Enterprise Coding/Deployment: Jupyter Notebook, PyCharm, Git, Docker, Flask, Kubernetes, Streamlit, AWS(EC2, S3, Sagemaker), GCP (Cloud formations, Pub/Sub, Dataflow), Apache Beam, Metaflow