About

About Me

Hi, I am Aman Bhansali, pursuing my B-Tech in the Mechanical Engineering Department at the Indian Institute of Technology Jodhpur. Applications like machine learning, data science, and natural language processing that address challenges in the real world greatly fascinate me. I explored the field and created my projects in this area after discovering my interests during the coursework session. I work diligently and honestly, and I am passionate and enthusiastic about this industry.

I have worked on a Research Project at IIT Patna under the supervision of Prof. Sriparna Saha called "Towards Query Semantic Knowledge Guided Multi-Span Medical Question Answering" which intends to enhance the medical context summarizer with multi-spanned answers provided a question. Since a lot of text is available today for a single question, it becomes a challenge to identify the most pertinent information. Our results have surpassed the existing state-of-the-art model with around a 2.5-4% increment in terms of F1 score and exact match.

Skills

Python

C/C++

Sklearn

Numpy

Pandas

Keras

Tensorflow

Pytorch

OpenCV

NLTK

Solidworks

Ansys

Catia

Keras

Interests

Applying ML/DL concepts to the following

Medical Science

Smart Mobility

Forecasting

Automation

Education System

Media Content Analysis

Projects

SINGLE IMAGE SUPER RESOLUTION USING GANs

Jan 2022 - April 2022

Analyzing and producing information from a given image is particularly beneficial in the field of medical science. The use of the ESRGAN models to improve these photos may be crucial in this situation. We use BreakHis dataset here.

SHOCKWAVES ANALYSIS USING PROPER ORTHOGONAL DECOMPOSITION & MACHINE LEARNING CONCEPTS

Feb 2022 - April 2022

Used POD to analyze the most influencing modes in the fluid flow using a schlieren imaging dataset generated from a supersonic wind tunnel. Further applied machine learning concepts for flow edge detection and flow Mach number calculation.

STOCK PRICE PREDICTION

May 2022 - June 2022

Using the Google Stock Price dataset from Kaggle, and explored various techniques and methods related to Time Series Analysis. Evaluated various machine learning models and NN using LSTM models and analyzed the results for future forecasting.

SENTIMENT ANALYSIS - API

July 2022 - Aug 2022

Used the airline sentiment analysis dataset to train a model which could detect the sentiment of a statement which today social media companies use to detect offensive sentiments.

Services

My Services

Lorem Ipsum

Voluptatum deleniti atque corrupti quos dolores et quas molestias excepturi

Sed ut perspiciatis

Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore

Magni Dolores

Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia

Nemo Enim

At vero eos et accusamus et iusto odio dignissimos ducimus qui blanditiis

Dele cardo

Quis consequatur saepe eligendi voluptatem consequatur dolor consequuntur

Divera don

Modi nostrum vel laborum. Porro fugit error sit minus sapiente sit aspernatur

Portfolio

My Works

  • All
  • App
  • Card
  • Web

App 1

App

Web 3

Web

App 2

App

Card 2

Card

Web 2

Web

App 3

App

Card 1

Card

Card 3

Card

Web 3

Web

Contact

Contact Me

Social Profiles

Email Me

bhansali.1@iitj.ac.in

Designed by BootstrapMade