Introducing DataMathur 🍵

Hi there 👋! I am Utkarsh Mathur, a.k.a. DataMathur, a 24-year-old new-grad with MS in Data Science from University at Buffalo, B.Tech. from IIT Roorkee, and 2 years of experience in Data Science, Software Engineering, and Data Engineering. I am currently working as a Data Scientist at Atriano, developing an educational story generation web app for kids using Large Language Models (LLMs) and recommendation algorithms.

I am passionate about leveraging my skills to develop scalable AI/ML software and services as well as picking up new skills on the way. My expertise spans programming (Python, C++, SQL, R, Perl, and JavaScript), machine learning, data engineering, and software development.

I am committed to continuous learning and passionate about creating impactful and practical solutions. I believe that with dedication, hard work, and a positive mindset, anything is achievable - a principle I've demonstrated throughout my academic and professional career.

Education 🎓

University at Buffalo, State University of New York
Master of Science in Data Science
January 2023 – June 2024

Indian Institute of Technology Roorkee (IIT Roorkee)
Bachelor of Technology in Polymer Science (Chemical Engineering)
July 2018 – July 2022

Work Experience 💼

1. Machine Learning Engineer at Atriano (September 2024 - Present)
2. Machine Learning Engineer, Imaging at ImagoAI (October 2024 - January 2025)
3. Data Scientist at Quinbay (May 2022 - October 2022)
4. Machine Learning Engineer at Hono (July 2021 - April 2022)
5. Research Intern under Dr. Mayank Goswami (September 2020 - June 2021)
6. Data Scientist at ImagoAI (April 2021 - May 2021)
7. Research Intern under Dr. Kusum Deep (September 2021 - December 2021)
8. Research Intern under Dr. Gaurav Manik (July 2019)

Key Skills and Expertise 💻

1. Python Programming: Develop end-to-end solutions for Machine Learning, Model Deployment, and Process Automations using Python.

2. Machine Learning: Develop and deploy ML solutions for Computer Vision, NLP, Regression, Classification, and Recommendation Systems using sklearn, PyTorch, TensorFlow, Keras, and XGBoost.

3. MLOps: Deploy ML solutions on cloud (AWS, GCP) using ETL/ELT pipelines, MLOps, CI/CD pipelines, and Model Monitoring Tools.

4. Data Analysis: Performing data analysis with PowerBI, Tableau, Python, SQL, and R to extract actionable insights

5. ETL/ELT Pipelines: Developing ETL pipelines for big data using AWS, SQL, Snowflake, and Databricks.

6. Software Developmemt: Fullstack deployment of developed solutions using Python, JavaScript (Node, Angular, React, MongoDB, Django), C++, and HTML/CSS.

7. Gen AI: Fine-tuning GenAI foundation models (LoRA, QLoRA), RAG with Knowledge Graphs and Vector Database augmentation for Agentic AI.

Key Projects 📝

1. Graph Neural Networks and Large Language Models: A Literature Review (Capstone Project - University at Buffalo)
2. Metaheuristic Optimization v/s Backpropagation (Course Project - University at Buffalo)
3. Top Spotify Tracks Database (Course Project - University at Buffalo)
4. Statistical Analysis (Course Project - University at Buffalo)
5. Clustering and Time Series Analysis (Course Project - University at Buffalo)

Contact Me ✉️

Feel free reach out at utkarsh.mathur@gmail.com and datamathur@outlook.com to explore potential opportunities and collaborations.

For more information regarding means to contact me, please visit the contact page.

Schedule a virtual call with me