Aryaman
Data Science Engineer
About Me
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.
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.
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
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
Projects
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.
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.
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.
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.
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.
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.