Irene Lodonu: A Data Analyst Defying Limits and Embracing Growth

This week, we shine the spotlight on Irene Lodonu, a Data Analyst at Telecel Ghana who took a bold leap from Procurement & Logistics into the world of data science and machine learning. Her journey proves that passion, adaptability, and a willingness to learn can open doors to endless possibilities!

About Her

Irene Lodonu is a dynamic Data Analyst at Telecel Ghana, who seamlessly transitioned from a background in Procurement and Logistics into the world of data analytics and data science. With a strong foundation in business acumen, she realized the transformative power of data-driven decision-making while working in marketing and customer service. Despite not having a traditional STEM background, Irene took the bold step of equipping herself with in-demand technical skills, earning certifications in Data Analytics and Data Science.

Today, she is proficient in Python, SQL, Power BI, and Machine Learning, using her expertise to extract valuable business insights, optimize marketing strategies, and improve customer retention. Her journey is a testament to adaptability, resilience, and the ability to reinvent oneself in the tech industry.

Challenges She Encountered

Breaking into the world of data analytics without a STEM background was no small feat for Irene. Learning programming languages, statistical modeling, and machine learning concepts was initially intimidating. Transitioning from business operations to a highly technical field came with its own set of challenges, particularly in understanding the complexities of different industries.

Currently, working in a highly technical industry, she faces domain knowledge gaps, making some analyses challenging. However, Irene approaches these hurdles with an unwavering determination to learn and grow. She is also fortunate to have a supportive manager who encourages her professional development and helps her navigate the complexities of her role.

Her philosophy? “Always say yes to opportunities, then figure out the how later.” This mindset has pushed her to continuously evolve and refine her skills.

Achievements

Irene has successfully executed several impactful projects that showcase her analytical capabilities and problem-solving skills:

• Developed an XGBoost Model to predict used car mileage with over 80% accuracy.

• Built a TensorFlow-based model to classify accident vs. non-accident vehicles with an impressive 98% accuracy, helping an insurance company streamline its claims process.

• Designed interactive dashboards to track advertising performance for brands in the FMCG (Fast-Moving Consumer Goods) sector, enabling data-driven marketing decisions.

These projects reflect her technical expertise, business-oriented approach, and commitment to using data for impactful decision-making.

Inspiration

Irene’s journey is driven by curiosity, adaptability, and an insatiable desire to grow. She draws inspiration from the realization that data can be a game-changer in any industry, regardless of one’s initial background.

Her ability to bridge the gap between business and data analytics makes her a powerful force in the field. She is motivated by the impact of her work—whether it’s helping businesses optimize performance, predicting outcomes with machine learning, or designing insightful dashboards for decision-making.

Her story serves as an inspiration for professionals looking to transition into data analytics, proving that anyone can succeed with the right mindset and dedication.

Find Her

You can connect with Irene Lodonu and follow her data analytics journey on:

LinkedIn: Irene Lodonu

Irene’s journey is a reminder that growth happens outside your comfort zone. She continues to push boundaries, proving that learning, resilience, and taking risks are key to excelling in data analytics and beyond.