ANSHU

I am a dedicated, organized and methodical individual. I have good interpersonal skills, am an excellent team worker and am keen and very willing to learn and develop new skills. I am reliable and dependable and often seek new responsibilities within a wide range of employment areas. I have an active and dynamic approach to work and getting things done. I am determined and decisive. I identify and develop opportunities.

Currently working on "SENTIMENT 140" dataset from kaggle

Food Calorie Prediction (currently working)

Developing a video-based food analysis system that identifies food items on a plate, calculates their total calories, protein, and fat content, and suggests healthier alternatives. Utilizing machine learning and neural networks for this.

YOLO V1  from scratch

Defined functions to generate anchor boxes, calculate Intersection over Union (IoU), normalize bounding box coordinates, and create ground truth label tensors. A convolutional neural network (CNN) based on VGG16 is constructed for feature extraction, and a custom layer is added for object detection. Wrote code that also processes image datasets and annotations to prepare training and validation datasets by extracting image paths, class labels, and bounding box coordinates. The data is then further serialized for use in training.

Prediction of price of used car

In this mini project, I have trained a Linear Regression model to perform accurate prediction of Price (Target Feature, y) of Used Cars, using the dataset of Used Cars having Input Features (X) and 1 Target Feature of Price, available. 

Tumor Classification using Gaussian Naive Bayes

I have used the Wisconsin Breast Cancer Tumor dataset to train a Naive Bayes Classifier from scratch without using scikit-learn, while also uncovering the mathematics behind it in brief, to classify the tumors as either Benign or Malignant and then evaluating its performance.

American Sign Language Classifier

deployed a web api inside which will turn on the Webcam of your laptop and automatically click pictures of your hand gestures, annotated them using roboflow and created real time training data for you inside the laptop, to train your deep learning model for american sign language classifier.

Classification of Devnagri Handwritten characters

Created a Neural Network having Dense layers to perform multiclass classification of Devnagari Handwritten Characters and trained it on Devnagari Handwritten Character Dataset using custom training loop.

 Voice assistant with hand tracking named 'Alice Al'

 Alice Al works like an assistant converting speech into words, sound and ideas. Alice assists the end user with day-to-day activities like general human conversation, searching queries in google, file creation, word meanings, health recommendations, performing basic algebra etc. 

Bank management project using C

This is a very basic bank management system in which we can create our account or log in to existing account and check our account information, account balance and transfer money. I have created this project by making several user defined functions and storing the data inside structure created.

• Azure Data Fundamentals, Microsoft Certified
• Azure AI Fundamentals, Microsoft Certified
• Azure fundamentals, Microsoft Certified
• Learning Analytics Tools, NPTEL Online Certification Certified
• Introduction to Internet of Things, NPTEL Online Certification Certified
• TechA Microsoft Excel for Data Analysts Certification , Infosys certified
• Certificate Of Participation, IIT Delhi's Workshop On Virtual Labs Certified
• Applications of AI, Great Learning App Certified
• Introduction to Supervised Learning, Great Learning App Certified

• English
• Hindi

• I have keen interest in learning about new technologies.
• I love doing yoga and exploring new places.
• I have interest in learning about trading and investment.