Piyush N.

Data Scientist

Abu Dhabi, United Arab Emirates10 yrs 2 mos experience

Key Highlights

Designed ELT pipelines reducing ingestion time by 40%.
Built a real-time attrition prediction model boosting retention by 10%.
Led machine learning projects from concept to deployment.

Stackforce AI infers this person is a Data Scientist with expertise in Fintech and predictive analytics.

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Skills

Core Skills

Data EngineeringMachine Learning

Other Skills

Python (Programming Language)Convolutional Neural Networks (CNN)Data MiningStatisticsDesign PrinciplesComputer ScienceSQLMachine Learning (XGBoost, Random Forest, Transformers, LLMs)Generative Al & Al Agents (LangChain, Text-to-SQL, schema inference)MLOps & CI/CD (Azure DevOps, MLFlow, Docker)Predictive AnalyticsBusiness RequirementsCommunicationOptimization ModelsCluster Analysis

About

I am a Data Scientist with 4+ years of experience in predictive analytics, machine learning, and data engineering, currently based in Abu Dhabi. I have delivered end-to-end data solutions that improved customer retention, reduced ingestion times, and enhanced decision-making in banking and enterprise systems. I designed ELT pipelines that cut ingestion time by 40% and built a real-time attrition prediction model that boosted retention by 10%. I also worked on schema inference using LLMs, AML/CFT data quality frameworks, and CI/CD automation for Azure Data Factory and Databricks. Previously I improved performance prediction models with advanced ML techniques and led machine learning projects from concept to deployment. My earlier software engineering experience gave me strong foundations in building scalable systems, Al chatbots, and automation. Key Skills: • Machine Learning (XGBoost, Random Forest, Transformers, LLMs) • Data Engineering (Azure Data Factory, Databricks, PySpark, SQL, ETL/ELT) • Generative Al & Al Agents (LangChain, Text-to-SQL, schema inference) • MLOps & CI/CD (Azure DevOps, MLFlow, Docker) I'm passionate about applying Al and data to solve real-world problems and drive measurable business value. Open to opportunities as a Data Scientist or Machine Learning Engineer in UAE and Europe.