An accomplished Data Professional proficient in Data Engineering and Data Science, Gen AI, renowned for expertise in constructing robust data pipelines, developing advanced ML models, and deriving strategic insights. Specializes in Risk Analysis, PEP & Compliance utilizing NLP and Large Language Models (LLM).
Experience
Data Scientist
Rzolut
Created and fine-tuned AI models for AML, Adverse Media Coverage monitoring, Due Diligence, and Risk Analysis. Cleaned historical data and performed EDA on datasets and extracted insights, driving business decisions. Designed a keyword extractor model and advertisement filtering logic using clustering and various text embedding techniques, increasing the ad filtering capability from 21% to 84%. Developed a context-aware risk analysis model. Fine-tuned and deployed LLMs to generate and extract key parameters. RAG for re-ranking using cross-encoders for relevant information.
Data Engineer
Futurense - KMART
Creating a data pipeline between cloud storage and data warehouse to facilitate data visualization and data analytics. Handled the data sanity by creating data validation and reconciliation layers. Optimized the pipeline to reduce the latency by adding an aggregate layer to reduce the read times of views and Power Bi dataset load times by 99%. Performed EDA on the periodic sales data and designed models to predict possible thefts.
Data Analyst
Ad3i
Ported a Data Analytics website from C# to Python. Supported and solved issues in the company's proprietary tool in C# and JavaScript. Optimized stored procedures to reduce the data retrieval speeds by 13%. Used python, numpy pandas to create EDA pipelines for Dataframes.
Education
Great Lakes Institute of Management
Post Graduate Programme
Data science
Swarna Bharathi Institute of Technology
BTech
Electronics and Communication Engineering