Abdul Sami Asif
Data Scientist @Snipp Interactive
Signup · Get unlimited contacts
WORK HISTORY
Data Scientist @Snipp Interactive
Cork, IE
Solely managed and enhanced data extraction and preprocessing, transforming raw transactional data into actionable insights for customer loyalty strategies, and developing robust ETL (Extract, Transform, Load) pipelines to streamline data flow.• Conducted Churn Analysis with an accuracy of 95%, enabling the targeting of high‑risk customers and enhancing retention through personalized promotions, and used for advanced customer segmentation.• Performed comprehensive Basket Analysis using Apriori and FP‑Growth algorithms to derive association rules, uncovering key customer purchasing patterns and driving targeted marketing efforts.• Calculated Customer Lifetime Value (CLV) to guide strategic marketing and customer acquisition decisions.• Developed and maintained real‑time dashboards, providing stakeholders with immediate and insightful views into customer behavior and market trends.• Engineered and managed Amazon EMR clusters to process and analyze large volumes of receipt data using Apache Spark, enabling efficient data mining for anomaly detection in redemption processes.• Implemented unsupervised fraud detection models by leveraging vector databases and Large Language Models (LLMs) in AWS Sage Maker to create text embeddings and perform vector similarity analysis, significantly improving the identification of fraudulent activities.• Automated item validation on receipts by developing custom matching algorithms, reducing manual labor by 70% and substantially lowering operational costs for the company.• Developed an agentic AI workflow using LangGraph to orchestrate multi‑step web crawling with fault tolerance, proxy rotation, and fallback to alternative search APIs; implemented custom logic for accurate single/multi‑product identification in e‑commerce data extraction.
EDUCATION
FAU Erlangen-Nürnberg
Master's degree
Cedar College
A' Levels
Orta Doğu Teknik Üniversitesi / Middle East Technical University
Bachelor of Engineering - BE
ABOUT ABDUL SAMI ASIF
As an all-in-one Data Scientist, Data Engineer, and Machine Learning Engineer at Snipp Interactive, I thrive on tackling new challenges daily. With expertise ranging from statistical modeling and deep learning to leveraging advanced LLM techniques, I excel in identifying system inefficiencies and employing data-driven strategies to optimize and automate these processes. My work consistently contributes directly to revenue growth through actionable insights, robust analytics, and real-time reporting. Skilled in everything from advanced SQL querying to software development for deployment, my versatile role allows me to seamlessly transition between tasks such as basket analysis for marketing insights, sophisticated fraud detection using vector databases, and creating cutting-edge agentic AI workflows. My ability to adapt and address complex problems with comprehensive, end-to-end solutions makes me the go-to person for delivering meaningful business outcomes.
This profile is compiled from publicly available professional sources. Unifers is not affiliated with or endorsed by LinkedIn. Request removal of this profile.