About Me
Data analyst with experience in Python, SQL, SAS, MySQL, MS Excel, Power BI, machine learning, statistics, EDA, hypothesis testing, and data analysis. Experience includes internships and projects involving LLM-based abus…
Data analyst with experience in Python, SQL, SAS, MySQL, MS Excel, Power BI, machine learning, statistics, EDA, hypothesis testing, and data analysis. Experience includes internships and projects involving LLM-based abusive language detection, business analysis, irrigation department data engineering, and dataset analysis.
Experience
Business Analyst
Utilized Python and SQL to conduct data analysis, including data manipulation and basic statistical analysis, leading to 13 actionable insights for decision-making.
Conducting research on industry trends, competitor analysis, or market conditions to support strategic decision-making.
Data Analyst
Focused on utilizing a Large Language Model (LLM) to identify 3 categories of abusive, harsh, and insulting language.
The model was built after training from Falcon-7B-Instruct, a specific Hugging Face model.
Spearheaded the development of the language model, resulting in a 20% increase in accuracy in detecting instances of abusive language compared to previous iterations.
Successfully flagged and addressed 93% of identified abusive language instances.
Data Engineer
Consistently achieved a 99% accuracy rate in entering and verifying critical data for irrigation projects.
Worked closely with engineering and administrative teams to gather project-related data.
Fostered effective communication and streamlined the data entry process for improved project management and reporting.
Reduced 70% paperwork.