Preeti Garhwal

Data Scientist

Bengaluru, Karnataka, India2 yrs 10 mos experience

Most Likely To SwitchAI Enabled

Key Highlights

Expert in real-time data systems and machine learning applications.
Proven track record in fraud detection and statistical analysis.
Hands-on experience with Generative AI and NLP technologies.

Stackforce AI infers this person is a Data and AI Engineer specializing in scalable data systems and machine learning in the Fintech sector.

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Skills

Core Skills

Statistical AnalysisFeature Engineering

Other Skills

C (Programming Language)C++Customer segmentation/profilingData StructuresDeep neural networksFraud detectionGradleJavaKotlinLangChainLinuxMLOpsModel DevelopmentNatural Language Processing (NLP)Prompt Engineering

About

A Data and AI Engineer with proven experience designing and building scalable, real-time data systems and production-grade machine learning applications. In my current role at FICO, I architect real-time streaming pipelines with Apache Kafka and Apache Flink, which has led to a significant reduction in processing time for core fraud detection systems. I also engineer robust ETL processes using Python and Spark, applying statistical analysis to create high-impact features that directly support our analytics and model training efforts. My expertise extends to Generative AI and Natural Language Processing (NLP), including hands-on experience building autonomous agents with LangChain/LangGraph and implementing RAG pipelines to enhance model performance. I am committed to leveraging advanced data and AI methodologies to solve complex business problems and drive operational efficiency.

Experience

Fico

Data Scientist

Jul 2024 – Present · 1 yr 8 mos · Bengaluru, Karnataka, India

Statistical analysis, feature engineering, deep neural networks, customer segmentation/profiling, fraud detection in credit/debit transactions and social network applicants, synthetic data generation(Topic modeling/LDA), real-time graph network generation(PoC)

Statistical analysisFeature engineeringDeep neural networksCustomer segmentation/profilingFraud detectionSynthetic data generation+1