Open to opportunities

Aditi Singh

@aditisingh5

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Aspiring data scientist with a strong foundation in machine learning.

United States

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What I'm looking for

I seek a dynamic role where I can apply my data science skills, collaborate with innovative teams, and contribute to impactful projects that drive technological advancements.

I am a dedicated data science student at the University of California at Berkeley, where I am pursuing a Bachelor's Degree in Data Science with a minor in Computer Science. My academic journey has equipped me with a robust understanding of data analysis, machine learning, and software engineering principles. I thrive on challenges and am passionate about leveraging technology to solve real-world problems.

Currently, I am a Data Science Student Researcher at UC Berkeley's CITRIS and the Banatao Institute, where I am developing innovative solutions for administrative professionals using large language models (LLMs). My previous experience as a Software Engineering Intern at Modivcare allowed me to create impactful tools, such as a web-based trip simulator, enhancing the efficiency of healthcare services. I have also contributed to various projects, including natural language processing and machine learning models, showcasing my ability to analyze complex datasets and derive actionable insights.

Experience

Work history, roles, and key accomplishments

Current

Data Science Student Researcher

Current

UC Berkeley, CITRIS and the Banatao Institute

Sep 2024 - Present (10 months)

Developed a RAG solution for an LLM chatbot and a forum to assist administrative professionals, utilizing Python with LangChain modules, SQL, Supabase, and Postgres. Conducted research on leveraging LLMs for early ADHD detection, analyzing datasets, and designing classifiers to uncover data patterns and drive actionable insights.

Python Lang Chain SQL Supabase PostgreSQL LLM RAG Data Analysis Classifier Design

Software Engineering Intern

Modivcare

Jun 2023 - Aug 2023 (2 months)

Developed a web-based trip simulator using Django/Python and MySQL, which became a crucial tool for testing code changes before production deployment. Co-led an HR Compliance project, creating an AI-driven pseudo-model with mock HR complaints and prompt engineering in ChatGPT to demonstrate Gen AI's potential for streamlining compliance.

Django Python MySQL Web Development AI Prompt Engineering Software Testing

Teaching Assistant

Girls Who Code

Feb 2021 - Apr 2021 (2 months)

Helped facilitate GWC meetings and mentored teams in creating a mental health chatbot in Python. The completed chatbot was published on the GWC site and stored in the GWC project repository.

Python Chatbot Development Mentoring Education Project Management