
What I Wish I Knew Earlier: A Realistic Roadmap to Becoming a Data Analyst
A candid look into what truly matters when starting your journey in data analytics β with tips from my own experience.
Read on MediumData Professional | Analytics β’ Data Science β’ AI/ML
Turning complex data into smart, actionable systems β skilled in Python, SQL, Power BI & machine learning.
π Graduation Ceremony β National College of Ireland, 2025
I recently completed my MSc in Artificial Intelligence from the National College of Ireland, backed by a strong foundation in data analytics, machine learning, and intelligent decision-making. Over the past few yearsβthrough academic projects, internships, and hands-on practiceβIβve built smart solutions across domains including emergency response, sentiment analysis, and image classification.
My technical toolkit includes Python, SQL, Power BI, Tableau, Excel, Scikit-learn, TensorFlow, and NLP frameworks. Whether itβs building dashboards, designing ML pipelines, or forecasting trends, I thrive at the intersection of data, code, and impact.
π A highlight of my journey: building an AI-powered early-warning system for natural disasters, optimizing emergency response through machine learning and real-time forecasting.
I love asking the right questions, uncovering meaningful patterns, and delivering insights that help people and organizations make smarter decisions.
National College of Ireland
Jan 2024 β Apr 2025
π Built strong expertise in Machine Learning, Deep Learning & intelligent systems. Gained hands-on experience deploying AI solutions with Python, TensorFlow, and Scikit-learn.
GITAM Deemed University
Jul 2018 β Jul 2022 β’ Grade: 8.0
π‘ Mastered OOP, DBMS, Algorithms, and Systems Programming. Developed strong problem-solving using C, Java, Python β foundation for data science journey.
SRCOSMOS LLC Β· Apr 2024 β Present
π Improved forecasting accuracy by 15% with client data insights.
ADAA IT Solutions Β· Apr 2022 β Dec 2023
π§ Automated ETL pipelines improving data availability by 35%.
SmartKnower Β· Jan 2021 β May 2021
π€ Built ML pipelines for forecasting and image classification.
A candid look into what truly matters when starting your journey in data analytics β with tips from my own experience.
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