Cooking
Rohith Batchu
Data Scientist
Guntur
Summary
Data Scientist with 3+ years of experience adept at collecting, analyzing, interpreting large datasets and developing new forecasting models. Possessing an extensive analytical skills, strong attention to detail, and a significant ability to work in team environments.
Overview
3
3
years of professional experience
4
4
years of post-secondary education
Work History
Associate Consultant
Capgemini Technology Services India Limited
Hyderabad
12.2021 - Current
- This project is to create a semantic search and question-answering system for i-Toxbase database which on implementation reduced time spent and cost spent by 52% and 44% respectively.
- Documents from i-Toxbase and search query are embedded using OpenAI Embeddings and found relevant documents.
- To answer questions based on document, extracted paragraphs by splitting document and embedded those paragraphs and questions.
- Generated a dummy answer to question using Generative models.
- Found relevant paragraphs using similarity between dummy answer and paragraphs.
- Used those relevant paragraphs as context to generate answer.
Associate Consultant
Capgemini Technology Services India Limited
Hyderabad
12.2021 - Current
- This project is to create Disease Classification System using NLP based model which feeds on their historical Medical data on implementation increased profits by 9% by reducing expenses.
- Data Acquisition through Product Intervention and Data Augmentation and preprocessed data and performed feature eng.
- Trained model using Naive Bayes, SVM, CNN, LSTM and BERT.
- Analyzed model prediction accuracy using Confusion Matrix and Classification Reports.
Software Engineer
Cloud Integrate Systems
Hyderabad
08.2020 - 12.2021
- This project is to create Dynamic Pricing based Prediction system which feeds on their historical data, market trends and customer behavior there by retaining our customers, attract competitors customers and maximise revenue and profits.
- Analyzed, and pre-processed 50k+ rows of data, performed Feature Engineering using Dimensionality Reduction, Outlier Removal using Standard Deviation, Percentile,IQR and segmented using K-Means.
- Trained model using Linear Regression,Lasso, Ridge & Decision Tree.
- Found best model using K-Fold cross validation and GridSearchCV.
Education
Bachelor of Technology - Computer Science And Engineering
Gitam Institute of Technology,Gitam University
Visakhapatnam 06.2016 - 04.2020
Skills
Python, Numpy, Pandas, Computer Vision, Natural Language Processing, Transfer Learning, Transformer based models, BERT, GPT
Statistics, Probability, Vector Algebra, Calculus
Business Understanding, Analytical Thinking, Good Communication
Timeline
Associate Consultant
Capgemini Technology Services India Limited
12.2021 - Current
Associate Consultant
Capgemini Technology Services India Limited
12.2021 - Current
Software Engineer
Cloud Integrate Systems
08.2020 - 12.2021
Bachelor of Technology - Computer Science And Engineering
Gitam Institute of Technology,Gitam University
06.2016 - 04.2020
Interests
PhotoGraphy
Badminton