Kousthubh Panyala
Jr Data Scientist
Hyderabad
Summary
1.Built AI models following the architecture of Cross Industry Standard Process for Data Mining (CRISP-DM).
2.Used various descriptive and Inferential Statistics and Probability methods for the transformation of data as a part of Data Preprocessing.
3.Worked on various Machine Learning, Deep Learning models. Learnt various NLP approaches and their evolution i.e., BagOfWords>TF-IDF>Word Embeddings> Transformers.
4.Developed Deep Learning and NLP models using libraries like Keras, TensorFlow and PyTorch.
Overview
2
2
years of professional experience
4
4
years of post-secondary education
Work History
Jr Data Scientist
SEARCH.AI
05.2022 - Current
- A time series model for search revenue forecasting for Search.ai
- Built a Time Series Forecasting model to predict next 6 months search volume predictions using and XGBoost, and LightGBM (LGBM)
- Environment: PyCaret, Random Forest, LightGBM, XGBoost,Google analytics, Tableau, AWS, Python
Data Science Intern
OneView Technology Procurement Solutions
Hyderabad
08.2021 - 05.2022
- Replaced existing machine learning model (one vs rest classifier) with deep learning (LSTM)
- Obtained model accuracy is 88.6% while the previous one has the accuracy about 60%
- Environment: Python, LSTM, TensorFlow, Keras, Pytorch, GloVe, NLP, Amazon Sagemaker, AWS, Spyder, Jupyter.
Intern (Bachelors
OneView Technology Procurement Solutions
Hyderabad
03.2021 - 07.2021
- An AI/ML model with Natural Language Processing (NLP), designed to analyze the contracts and extract information from it to predict the category it belongs to.
- Brat tool used for annotating the contracts used as training data
- Used Vectorizer Techniques (Word2Vec) to perform NER on text data
- Environment: Python, Tensorflow, Keras, NLP, NLTK, Spacy, Spyder, Jupyter, AWS, S3 Bucket, EC2, BRAT tool.
Education
Bachelor of Computer Science - Computer Science
MVSR Engineering College (Osmania University)
Hyderabad 07.2017 - 07.2021
Skills
Machine Learning
Deep Learning : Keras, Tensorflow, Neural Networks (Perceptron, ANN, CNN, RNN), LSTM, Self-Organizing Maps (SOMs)
Open CV, Single Shot Detection (SSD), Generative Adversarial Networks (GANs)Timeline
Jr Data Scientist
SEARCH.AI
05.2022 - Current
Data Science Intern
OneView Technology Procurement Solutions
08.2021 - 05.2022
Intern (Bachelors
OneView Technology Procurement Solutions
03.2021 - 07.2021
Bachelor of Computer Science - Computer Science
MVSR Engineering College (Osmania University)
07.2017 - 07.2021