Intro
Hello! I'm Aryaman, a dedicated data professional celebrating one year of continuous growth and learning in the field. Recently, I've been contributing my skills as a Machine Learning Intern at Fundinc, Manipal, where I've delved into the realms of Artificial Intelligence, fine-tuning cutting-edge Large Language Models like ChatGPT to create an innovative Embedded OpenAI GPT ChatBot. This ChatBot efficiently utilizes user-uploaded files to provide comprehensive responses, and I've also played a key role in implementing a VectorDB to enhance its knowledge base.
Currently pursuing my education at Manipal Institute of Technology with a focus on Data Science and Engineering, I've maintained a strong academic record with a grade of 8.26.
My journey includes various roles and experiences, from being a Teaching Assistant at Manipal Institute of Technology, guiding MCA 1st-year students in DBMS lab, to contributing as a Data Analytics Intern at Inspira Enterprises, Ranchi. There, I performed advanced data analysis, developed a web portal for CSIS, and created a Python-based Payroll Comparison Tool.
Passionate about technology, I've undertaken several personal projects, including the creation of an AI Tutor using OpenAI's GPT-3.5 for automated tutoring, and implementing Gender and Age Detection models using deep learning techniques. My commitment extends to projects like the Carbon Emission Calculator, an Anime Recommender System, and an Anti-Suicide Chat Bot, showcasing my diverse skill set.
Excited about the future of data, I'm constantly exploring new technologies and methodologies. Let's connect and discuss how I can bring my skills and passion to contribute meaningfully to your team or project.
Experience
Intern - BI&A
Eli Lilly
Bengaluru
Categorized HCPs using advanced segmentation techniques for targeted marketing strategies, significantly improving engagement metrics.
Implemented fuzzy matching algorithms to consolidate disparate data sources, enhancing data consistency and reliability.
Developed parameterized Python queries and Tableau dashboards for real-time data insights and strategic decision-making.
Conducted comprehensive data maturity analysis to ensure data quality and reliability, supporting accurate and trustworthy analytics.
Skills:
Data Analytics, Python, SQL, Tableau, PowerBI, Microsoft Excel, Microsoft PowerPoint
Jan 2024 - July 2024
Machine Learning Intern
Fundinc
Manipal
Leveraged cutting-edge Large Language Models (LLMs) like ChatGPT and Llama within the realm of Artificial Intelligence.
Conducted fine-tuning of these advanced LLMs, resulting in the development of an Embedded OpenAI GPT ChatBot. This innovative ChatBot effectively utilizes user-uploaded files to provide comprehensive responses to user queries.
Pioneered the implementation of a VectorDB, significantly enhancing the knowledge base and capabilities of the GPT-powered system.
Skills:
Large Language Models, ChatGPT, Artificial Intelligence, Python
Oct 2023 - Dec 2023
Teaching Assitant
Manipal Institute of Technology
Manipal
Assisting MCA 1st-year students with their DBMS lab, providing guidance, and supporting MySQL skill development.
Skills:
DBMS, MySQL, PL/SQL
Sep 2023 - Nov 2023
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 - Oct 2023
Data Analytics Intern
Inspira Enterprises
Ranchi
Performed advanced data analysis: Utilized Python and data manipulation techniques to collect, clean, and conduct extensive exploratory data analysis on diverse datasets. Identified meaningful patterns, trends, and insights, driving data-driven business decisions and contributing to the company's growth.
Developed a robust web portal for CSIS: Collaborated with CMPDIL (Under Ministry of Coal) to create an efficient web portal for data management within the coal industry. Implemented data visualization tools to facilitate easy interpretation of complex information, enabling stakeholders to make informed decisions promptly.
Created Python-based Payroll Comparison Tool: Designed and implemented a data analysis tool using Python, empowering the payroll review process with automated data processing and insightful visualizations, leading to enhanced accuracy and efficiency.
Skills:
Python, SAS Enterprise Miner, SAS Text Analytics, SAS Visual Analytics, HTML, CSS, JS
Jun 2023 - Jul 2023
Marketing Intern
Podeum
Remote
Within the startup ecosystem, I led a strategic marketing outreach campaign, effectively expanding our customer base and nurturing conversions into loyal members.
Skills:
Marketing, Customer Outreach
Dec 2022 - Jan 2023
Big Data Intern
CMPDI, GOI
Ranchi
Conducted text mining and analytics using SAS Enterprise Miner: Analyzed safety issues and accidents data from various coal fields and mines, leveraging SAS Enterprise Miner to uncover crucial insights. Developed predictive models to forecast potential safety concerns, contributing to proactive risk management strategies.
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 Python script that harnesses the power of OpenAI's GPT-3.5 language model to deliver automated tutoring on various machine learning topics. This script generates questions, provides detailed explanations, and allows users to learn interactively.
Apr 2023 - Sep 2023
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
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
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
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
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