Gaurav Nanda

Driven and inquisitive Junior Data Analyst with experience in working with Python, SQL, Power BI and several other tools. With the help of various personal projects and valuable internship, I have understood the importance of having an iterative and hypothesis-oriented perspective towards data analysis. I am enthusiastic to further flourish my technical and analytical skills by leveraging my data analysis experience.

· Automatic Identification of Orthopedic Implants on radiographs

using deep learning (Capstone Project) Jan 2022-April 2022

This project includes training of various convolutional neural

Networks (CNNs) and classify the prosthesis in radiograph

using segmentation classifier.

· Building of DOOM AI Agent using Deep Reinforcement Learning

Built RL AI agent using Stable Baselines 3 and trained it for different

DOOM levels. Applied Curriculum learning and reward shaping to

improve the results. VizDoom was used to develop AI bot.

· Development of Wound Localization algorithm using deep learning

(Capstone Project) May 2021-Aug 2021

Used YOLOv3(wound localization model) for training on 2700 wound images and with more than 2000 iterations. For feature extraction, Darknet53 was used.

· Prediction of prices of Airbnb in New York city using XGBoost Model

Compared two different models i.e., Linear Regression and XGBoost for prediction of prices. XGBoost gave accuracy of 94%.

· Prediction of Flight Delay using Polynomial Regression

Trained the model considering various parameters like airlines, departure and arrival times etc. Used ridge regularization to ensure balance between bias and variance.

IBM Data Analyst Professional Certificate

I gained knowledge about the core principles of data analytics and hands-on skills practice using various tools like, Excel, SQL, Python, Cognos Analytics etc.