Akhil Babu Bandalapati
Nashua,NH
Summary
Passionate about data science, I excel at using machine learning and data analysis to find insights from complex datasets. Skilled in Python and problem-solving, I have improved model performance and efficiency. I work well in teams and can clearly visualize and interpret data. Experienced in statistical modeling, data visualization, and developing machine learning models. Always learning new technologies to enhance my data science skills and support business decisions.
Overview
3
3
years of professional experience
Work History
Junior Data Scientist
KREMLIN TECH VENTURES (P) LTD.
08.2020 - 09.2022
- Extensive model building experience with machine learning algorithms for product development.
- Skilled in creating mature data science pipelines, encompassing data standardization, feature extraction, model validation, and optimization. Proficient in exploring and visualizing data to drive insights. Experienced in importing data from various sources and using numerous APIs.
- Proficient in feature selection using filter methods, wrapper methods, embedded methods, and feature importance techniques.
- Advanced knowledge of machine learning algorithms, including Ensemble Models, AdaBoost, Gradient Boosting, Kernel-KNN, Grid Search, Random Forest, Decision Tree, SVM, Linear Regression, Ridge, Lasso, Pipeline, Feature Union, Cross Validation, KFold, and extensive implementation experience with the XGBoost algorithm. Skilled in hyper-parameter tuning to improve model performance. Familiar with validation metrics for regression and classification algorithms, including classification reports.
- In-depth expertise in a wide range of algorithms for regression, classification, clustering, and dimensionality reduction.
Data Analyst Intern
KREMLIN TECH VENTURES (P) LTD
11.2019 - 08.2020
- Processed, cleansed, and verified the integrity of data used for analysis.
- Conducted data analysis and presented results in a clear and understandable manner.
- Built and optimized state-of-the-art machine learning and deep learning models.
- Created and automated project lifecycles through the development of data pipelines.
Education
Master of Science - Computer Science
Rivier University
Nashua, NH08.2024
Bachelor of Science - Computer Science
RVR&JC COLLEGE OF ENGINEERING
GUNTUR, INDIA 05.2022
Skills
- Data Analysis & Visualization:
Data standardization
Data exploration
Data cleansing
Data visualization tools ( Power BI, Matplotlib, Seaborn)
- Machine Learning & Deep Learning:
Supervised learning (Regression, Classification)
Unsupervised learning (Clustering, Dimensionality reduction)
Ensemble methods (Random Forest, Gradient Boosting, AdaBoost)
Deep learning frameworks (TensorFlow, Keras, PyTorch)
Model evaluation and validation (Cross-validation, KFold, Grid Search)
- Programming & Software Development:
Python (Pandas, NumPy, Scikit-learn)
SQL
Java
C
Data Structures
Soft Skills:
- Problem-solving
- Critical thinking
- Attention to detail
- Adaptability
- Team collaboration
Timeline
Junior Data Scientist
KREMLIN TECH VENTURES (P) LTD.
08.2020 - 09.2022
Data Analyst Intern
KREMLIN TECH VENTURES (P) LTD
11.2019 - 08.2020
Master of Science - Computer Science
Rivier University
Bachelor of Science - Computer Science
RVR&JC COLLEGE OF ENGINEERING
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