Intro

Greetings! I'm Aryaman, a dedicated data professional with a passion for leveraging data to drive impactful outcomes. I recently completed an internship at Inspira Enterprises, where I contributed to data analysis, generating valuable insights to inform strategic business decisions. By the way, check out my awesome projects.

As a former big data intern at CMPDI, GOI, I focused on text mining and analytics, uncovering crucial insights to enhance safety measures in coal fields and mines.

With a diverse background, I have delivered impactful solutions such as developing an AI Tutor using OpenAI's GPT-3 language model for automated tutoring and implementing Gender and Age Detection models using advanced techniques like CNN with Skip Connections, ResNet, and more.

I also worked on projects like the Carbon Emission Calculator, providing actionable recommendations for reducing household CO2 emissions, and developed an Anime Recommender System using techniques like Cosine Similarity, KNN, and Association Rules to enhance anime recommendations based on user viewing history.

I am passionate about leveraging data to revolutionize industries and bring value to teams and projects. Let's connect to discuss my journey as a data professional and explore how I can make a positive impact.

Experience

Technical Writing Intern

OpenWeaver
Remote

Developed clear and concise technical documentation, user guides, and tutorials to facilitate understanding of different libraries under various languages. Conducted in-depth research on complex technical topics, ensuring accurate and up-to-date information for documentation purposes.

Skills:
Technical Writing, Research and Analysis, Information Synthesis

Feb 2023 - Present

Data Analytics Intern

Inspira Enterprises
Ranchi

Responsible for supporting the data analysis activities such as collecting, cleaning, and analysing data from various sources to help identify trends, patterns, and insights that can inform business decisions. Collaborated with CMPDIL (Under Ministry of Coal) to develop a robust web application for CSIS, empowering efficient data management and streamlined processes for critical information within the coal industry.

Skills:
SAS Enterprise Miner, SAS Text Analytics, SAS Visual Analytics, HTML, CSS, JS

Jun 2023 - Jul 2023

Big Data Intern

CMPDI, GOI
Ranchi

Text mining and analytic on SAS Enterprise Miner of data based on safety issues and accidents occurring on various coal fields and mines.

Skills:
SAS Enterprise Miner, SAS Text Analytics, SAS Visual Analytics, Python

Dec 2022 - Jan 2023

Developer Relations Intern

OpenWeaver
Remote

Worked on marketing outreach initiatives within the developer community. Built presence and promoted awareness of kandi on discussion forums.

Skills:
Marketing, Creativity, Social Media Marketing, Writing

Sep 2022 - Nov 2022

Education

Manipal Institute of Technology

Manipal, India

Data Science and Engineering

Oct 2020 - May 2024

Delhi Public School, Ranchi

Ranchi, India

CBSE XII Board

Jun 2018 - Jun 2020

D.A.V Public School, Gandhi Nagar

Ranchi, India

CBSE X Board

May 2018

Skills

Programming Languages

Python
C/C++
PHP

Web Development

HTML
CSS
Flask
FastAPI

Databases

MySQL

Big Data Technologies

Hadoop
Pig
Hive
Spark

Machine Learning and Deep Learning

Sklearn
TensorFlow
Keras
OpenCV

Text Analytics

SAS
SAS Enterprise Miner
SAS Text Analytics

Tools

Anaconda
VS Code

Projects

AI Tutor AI Tutor

AI Tutor is a web-based chatbot that utilizes OpenAI’s GPT-3 language model to provide automated tutoring to students on various topics related to machine learning.

Apr 2023

Gender and Age Detection Gender and Age Detection

To identify the gender into binary categories, male and female using facial features such as skin tone, wrinkles, etc, and to classify their age based on similar features. The baseline model was set as CNN and multiple models were implemented such as CNN with Skip Connections, ResNet, AlexNet, VGGNet, InceptionV3. CNN with Skip Connections achieved the best accuracy of 87.56.

Oct 2022 - Dec 2022

Carbon Emission Calculator Carbon Emission Calculator

Calculates the total CO2 emission of a household using functions made in JavaScript and suggests changes to be made to reduce the emission if the calculated values pass a certain threshold.

Aug 2022

Anime Recommender System Anime Recommender System

Developed an Anime Recommender System using Cosine Similarity, KNN, and Association Rules, leveraging user preference data and ratings from a dataset of 73,516 users and 12,294 anime, aimed at improving the accuracy and effectiveness of anime recommendations for users based on their viewing history.

May 2022 - Jun 2022

Movie Recommender System Movie Recommender System

The Movie Recommender System is a Python-based project that utilizes K-Nearest Neighbors algorithm to provide personalized movie recommendations to users based on their input.

May 2022 - Jun 2022

Anti-Suicide Chat Bot Anti-Suicide Chat Bot

A chat bot which talks to people and replies to them based on a set of predefined responses related to suicidal thoughts. The algorithm is using a neural network of 16 neurons to predict the right output based on the input in the intents.json file.

Jul 2021 - Aug 2021