SHAIK Shoeb AHMED
Hyderabad
Summary
Results-driven Data Analyst with ~3 years of experience in data analytics, machine learning, and workflow automation. Skilled in Python, SQL, ETL pipelines, and data visualization using Tableau and Looker. Experienced in working with large-scale datasets using MySQL and Amazon Redshift, building automated workflows with Apache Airflow, and implementing monitoring solutions using Opsgenie. Worked on predictive analytics and ML-based use cases including customer conversion prediction, anomaly detection, and business performance analysis. Built proof-of-concept Generative AI applications and RAG pipelines using Large Language Models (LLMs), LangChain, and LangGraph for intelligent document querying, workflow automation, and AI-assisted analytics use cases.
Overview
4
4
years of professional experience
1
1
Certification
Work History
Sr Data Analyst
Aptroid Consulting (India) PVT.LTD (A Subsidiary of Zeta Global)
07.2023 - Current
Data Analytics & Business Intelligence
- Developed and maintained interactive dashboards and analytical reporting solutions using Tableau and Looker for revenue analysis, marketing performance tracking, and channel-level KPI monitoring.
- Designed and optimized complex SQL queries for large-scale data extraction, reporting, validation, and business analysis.
- Worked with MySQL and Amazon Redshift to analyze structured datasets and support data-driven decision-making.
- Performed exploratory data analysis (EDA) to identify trends, business patterns, and operational insights.
- Worked on ML-based analytical use cases to identify customer segments with high conversion probability and support marketing optimization strategies.
- Assisted in developing predictive analytics workflows for conversion prediction, anomaly detection, and business performance forecasting.
- Performed data preprocessing, feature analysis, and model-support activities using Python libraries such as Pandas, NumPy, and Scikit-learn.
- Built anomaly detection logic to identify missing data, abnormal revenue drops, and inconsistencies across reporting systems.
- Built proof-of-concept Generative AI applications and RAG pipelines using Large Language Models (LLMs) for intelligent document querying and contextual information retrieval.
- Worked with LangChain and LangGraph to develop AI-driven workflow orchestration and retrieval-based applications.
- Explored AI-assisted analytics and operational support use cases including automated troubleshooting and intelligent query systems.
- Assisted in building and monitoring ETL/data workflows using Apache Airflow.
- Automated repetitive reporting and monitoring tasks using Python and SQL to improve operational efficiency.
- Participated in backend workflow documentation, dependency management, and configuration handling for analytics pipelines.
- Implemented automated monitoring and alerting mechanisms using Opsgenie for Airflow DAG failures and critical pipeline incidents.
- Performed data quality validation and operational monitoring to ensure reporting accuracy and pipeline reliability.
- Collaborated with cross-functional teams including business stakeholders, analysts, and engineering teams to troubleshoot data quality and operational issues.
Data Scientist Intern
Ai Variant
11.2022 - 06.2023
- Developed a machine learning model to predict employee turnover.
- Conducted thorough analysis of short term and long term trends to provide valuable insights for stakeholders.
- Employed the profit library, a powerful time series forecasting tool developed by Facebook to build a robust predictive model.
Education
B.Tech - Mechanical Engineering
JNTU
Hyderabad10+2 - Physics, Maths & Chemistry
Board of Intermediate Education
SSC - State Board
Board of Secondary Education
Skills
- Python
- SQL
- Machine Learning
- Generative AI
- Large Language Models (LLMs)
- Retrieval-Augmented Generation (RAG)
- Prompt Engineering
- LangChain
- LangGraph
- Pandas
- NumPy
- Scikit-learn
- MySQL
- Amazon Redshift
- ETL Pipelines
- Apache Airflow
- Tableau
- Looker
- Opsgenie
- Data Visualization
- Data Analysis
- Predictive Modeling
Certification
- Data Science Certification - ExcelR Solutions
- Intro to Machine Learning - kaggle
LANGUAGES
English (Read, Speak, Write)
Hindi (Read, Speak, Write)
Telugu (Read, Speak, Write)
Urdu (Read, Speak)
Arabic (Read, Write)
Timeline
Sr Data Analyst
Aptroid Consulting (India) PVT.LTD (A Subsidiary of Zeta Global)
07.2023 - Current
Data Scientist Intern
Ai Variant
11.2022 - 06.2023
10+2 - Physics, Maths & Chemistry
Board of Intermediate Education
SSC - State Board
Board of Secondary Education
B.Tech - Mechanical Engineering
JNTU