Nga Tran

From Finance to Supply Chain | Data-Driven Strategist in Inventory, Forecasting & Cost Optimization

Nghe An, Vietnam

About

I’ve always been drawn to the intersection of finance, data, and strategy—where numbers tell a story, and decisions shape business success. Over the years, I’ve built a career that spans finance, accounting, and supply chain management, specializing in forecasting sales volumes, demand planning, and inventory optimization. With a strong foundation in financial planning and process improvement, I’ve learned how to align inventory strategies with business goals, ensuring efficiency and long-term value. What sets me apart? Strategic thinking, problem-solving, and analytical expertise. Whether it's refining forecasting models, optimizing inventory levels, or leveraging data to improve business decisions, I thrive on turning challenges into opportunities. My approach is simple: use data-driven insights, enhance processes, and drive measurable results. Some key achievements I’m proud of: ✔️ Improved demand forecasting accuracy by 85%, reducing stock shortages and preventing overstock situations. ✔️ Optimized inventory turnover rates, ensuring the right stock levels to meet demand while minimizing excess. ✔️ Developed data-driven forecasting models that enabled better decision-making and improved supply chain responsiveness. ✔️ Streamlined reporting processes, enhancing visibility into sales performance and inventory trends. ✔️ Collaborated cross-functionally to align inventory planning with financial and operational goals. To me, success isn’t just about hitting targets—it’s about creating sustainable, data-backed solutions that drive business efficiency. Whether it’s forecasting demand more accurately, improving inventory management, or supporting financial planning, my focus is always on delivering value. Right now, I’m looking for a remote role as a Supply Chain Analyst or Data Analyst, where I can apply my expertise in forecasting and analytics to optimize inventory performance. If you’re looking for someone who can translate data into actionable insights and improve inventory forecasting, let’s connect! I’d love to explore how my skills can support your business goals.

Experience

  • Supply Chain Coordinator at Cargill
    Jan 2016 - Present · 10 yrs 6 mos

    My journey into supply chain management started with my strong background in finance and accounting, where I developed an eye for numbers, trends, and optimization. When I moved into supply chain operations at Cargill Vietnam, I saw firsthand how forecasting, production planning, and inventory management could directly impact business success. I was drawn to the challenge of ensuring accurate demand planning, optimizing stock levels, and coordinating with vendors to maintain seamless operations. Over the years, I’ve honed my ability to analyze sales trends, forecast demand, and manage inventory levels, ensuring that supply meets customer demand efficiently. Using SAP, I’ve streamlined processes for purchase order management, inventory tracking, and vendor coordination, allowing for better operational planning. I also collaborate with cross-functional teams to mitigate supply chain risks and proactively resolve disruptions. Some of my key achievements include: ✔️ Improved demand forecasting accuracy, reducing stock shortages and ensuring timely order fulfillment. ✔️ Reduced operational delays by refining product definitions and optimizing inventory analysis. ✔️ Streamlined purchase order creation, improving alignment between stock levels and production schedules. Through this experience, I discovered that data-driven insights and cross-functional collaboration are the key to an optimized supply chain. I thrive in environments where I can use forecasting models and strategic planning to improve operations, reduce inefficiencies, and enhance business outcomes. Now, I’m looking for an opportunity where I can deepen my expertise in inventory forecasting and supply chain analytics while driving impactful solutions.

  • General Accountant at Mao Bao Inc
    Jun 2013 - Jan 2015 · 1 yr 8 mos

    Before stepping into supply chain management, I built a strong foundation in accounting. At Mao Bao Vietnam, I recorded accounting entries into the system, managed accounts payable and receivable, issued invoices, ensuring that all transactions were accurate and transparent. I quickly realized how financial data can shape business strategy and decision-making, which sparked my interest in process improvement. By working closely with other departments, I refined financial reporting methods and helped reduce errors and ensure compliance. I also took the initiative to conduct periodic inventory checks, aligning financial records with operational data to improve forecasting accuracy. Some of my key achievements include: ✔️ Enhanced financial accuracy by refining payment tracking systems, reducing errors in accounts payable/receivable. ✔️ Improved inventory reporting, aligning financial records with operational data for better forecasting. This role strengthened my analytical thinking and problem-solving skills, reinforcing my belief that efficiency comes from understanding and improving processes. It also planted the seed for my later transition into supply chain analytics, where I could use data to optimize operations beyond finance.

  • Accountant at Ajinomoto Co., Inc.
    Jan 2011 - Jun 2013 · 2 yrs 6 mos

    My early career at Ajinomoto Vietnam provided me with hands-on experience in financial operations, accounts receivable, and sales tracking. Here, I developed a meticulous approach to data analysis, financial reporting, and vendor reconciliation, ensuring accuracy in daily financial activities. Working closely with warehouse staff and branch teams, I learned the importance of clear communication and collaboration in financial operations. One of my key responsibilities was to track sales turnover and monitor promotional campaigns, allowing the business to make informed financial decisions. I also improved tracking of accounts receivable, accelerating payment collections and improving cash flow. Some of my key achievements include: ✔️ Reduced overdue accounts by enhancing receivables tracking, improving payment turnaround times. ✔️ Strengthened cross-functional collaboration, improving efficiency between finance and operational teams. ✔️ Streamlined documentation processes, ensuring compliance and audit readiness. These experiences gave me a strong grasp of financial operations and data management, preparing me for more strategic roles where forecasting, analysis, and operational planning became my focus.