AI | NLP | Software | Design
About Me ☕
Hello! I'm a Master's in Computer Science student at the University of Pittsburgh and Graduate Student Researcher contributing to Dr. Milos Hauskrecht's research lab, leveraging LLMs and Knowledge Graph representations for modeling Biological processes.
My goal is to design and build better, scalable AI software that helps mitigate real-world challenges.
My love for learning has led me to create solutions for a big healthcare team at UHG, take on projects and research studies, and always look for chances for continuous upskilling.
Projects
Argumentative Stance Prediction: An Exploratory Study on Multimodality and Few-Shot Learning. Arushi Sharma, Abhibha Gupta, Maneesh Bilalpur. Proceedings of the 10th Workshop on Argument Mining. EMNLP'23 [paper]
Ceasing hate with MoH: Hate Speech Detection in Hindi-English Code-Switched Language. Arushi Sharma, Anubha Kabra, Minni Jain. Elsevier Journal of Information Processing and Management. [paper]
Developed a comprehensive tutorial for containerized web application highlighting the seamless integration of Flask, Celery, and MongoDB for efficient asynchronous programming.
Lightweight Python library which lets you push and execute jobs asynchronously using Apache Kafka.
To know more about my projects, please refer to my Github profile.
Skills Summary
Machine Learning
I value high-performing, scalable, data-driven solutions.
Things I enjoy in ML:
Natural Language Processing | Language Modeling | MLOps
ML Tools:
HuggingFace
PyTorch
PyKEEN
BentoML
Data Science & Analytics
I care about explainable patterns that uncover how to optimize processes.
Things I've learnt in DS:
Text mining | Hypothesis Testing | Clustering
DS/Data Tools:
Scikit-Learn
Numpy
BigQuery
MongoDB
Backend Engineering
I really enjoy coding things from scratch and bringing ideas to life.
Languages I speak:
Python | SQL
Dev/DevOps Tools:
Docker
Jenkins (CI/CD)
Airflow
Flask (framework)