Summary
Overview
Work History
Education
Additional Information
Skills
Timeline
Generic
Rishi  Pandey

Rishi Pandey

Data Analyst
Limerick,LK

Summary

Data-driven professional with over 5 years of experience in data science, big data engineering, and research focused analytics across academic and industrial settings. Proven expertise in process monitoring, machine learning, and statistical modelling with a strong foundation in data architecture and analytical tools. Currently serving as a Postdoctoral Researcher at the Technological University of the Shannon, delivering industry focused AI and data analytics solutions while leading cross-functional collaborations and teaching engagements. Experience working with pharmaceutical industry partners in alignment with cGMP principles, ensuring data integrity and validation support for regulated environments.

Overview

5
5
years of professional experience

Work History

Research Data Analyst

Technological University Of Shannon
Limerick, Clare
11.2023 - Current
  • Deliver hands-on workshops to industry professionals via Factory XChange on Power BI and Machine
    Learning (Orange).

    • Coordinate directly with industry clients to capture requirements and design tailored data-driven solutions.
    Developed predictive models (Conv1D, ensemble learning) for machinery state prediction; created
    explainable dashboards.

    Architected multi-system data integrations across SQL Server (Production), MahaSys (Moulding), and
    Auto-Insertion.

    Led outreach and research using AI-powered visual analytics, supporting digital twin and 3D modeling
    initiatives.

Big Data Engineer

Tata Consultancy Services
Mumbai, Maharashtra
02.2020 - 09.2022

Built and optimized scalable big data pipelines using Hadoop, Spark, Hive, and Kafka for enterprise data
ecosystems.

Designed ETL workflows and supported structured/unstructured data lakes improving retrieval and
reporting performance.

• Implemented automation tools, improving data ingestion and reducing manual workload by 40%.
• Collaborated with business stakeholders to define architecture and KPIs for real-time analytics dashboards.

Education

Master of Science - Artificial Intelligence And Machine Learning

University of Limerick
09.2023

BE - Computer Science And Engineering

Mumbai University
Mumbai
07.2020

Additional Information

Built a predictive model that increased production efficiency for ELI Lilly. • Optimized ETL processes that enhanced data quality and consistency. AI-Driven Production Stage Sensing for Smart Predictive Maintenance Analytics (Forthcoming 2024) Co-authored a paper currently under review, focusing on stage-wise process classification using deep learning models for predictive maintenance in smart manufacturing environments. • Banking Data Migration: Successfully migrated data pipelines for a top financial institution, significantly improving data retrieval speed and reducing storage redundancy. • ETL Optimization: Enhanced data quality and consistency by streamlining ETL pipelines, leading to improved analytics reliability across operational dashboards.

Skills

Hadoop Apache Spark Hive Kafka SQL NoSQL Regression Models Time-Series Forecasting Hypothesis Testing Anomaly Detection Predictive Modeling Neural Networks Data Preprocessing Transformation Pipeline Development Python R Power BI Plotly Dash Apache Superset Stakeholder Communication Presenting Actionable Insight

Timeline

Research Data Analyst

Technological University Of Shannon
11.2023 - Current

Big Data Engineer

Tata Consultancy Services
02.2020 - 09.2022

Master of Science - Artificial Intelligence And Machine Learning

University of Limerick

BE - Computer Science And Engineering

Mumbai University
Rishi PandeyData Analyst