2023 Review

Highlights

This reflection and review for 2023 will incorporate a more personal element instead of focusing on purely work topics.

Summary

In 2023, my life was a whirlwind, a rollercoaster of experiences that brought both challenges and exhilarating moments across different aspects. Reflecting on this eventful year, I appreciate the highs and acknowledge the lows. While I aspired to achieve numerous goals, I fell short in several areas. However, this has only fueled my determination to make 2024 a year of growth and achievement. I will instead commit myself to focusing on excelling in a few key areas that matter most to me.

School

Academically, diving into my part-time master’s program in Data Science at NTU exposed me to intriguing modules like data systems, machine learning applications, and the mathematics behind AI. Balancing work and academics was tough, but the rewards were immense, leaving me eagerly anticipating more learning and personal growth in 2024.

Work

Professionally, my focus shifted towards data engineering and Azure cloud computing at work. Engaging in various projects expanded my expertise in data modeling, ETL/ELT pipelines, and developing AI/ML Proof of Concepts within the Azure ecosystem. However, the year ended with some professional turbulence, leaving a bittersweet feeling as I reflected on my growth.

Personal

On a personal note, milestones abounded. My engagement and subsequent wedding planning with my partner, along with our joint venture in buying and renovating a resale flat, marked significant strides in our lives. Despite time constraints limiting my interactions, catching up with close friends and witnessing my best friend’s marriage were treasured moments.

Travel

Travel-wise, the experiences were diverse and enriching. Beginning the year with an enchanting trip to Germany and Poland with my partner set the tone for an adventurous year. Family trip to Krabi and a rejuvenating Bali getaway with friends were refreshing. The last trip of the year was a bachelor adventure to Bangkok which introduced me to new friendships and unforgettable memories.

Improvements

Looking back on my goal last year

🥅 2023 Goals: Gain a deeper understanding in Causal Inference and engage in more practical application of data/ML engineering and ops.

• Causal Inference: Unfortunately, I didn’t make much progress in this area due to the significant influx of events—starting my master’s, the GenAI hype, etc.

• DataOps and Data Engineering: My work allowed me to make significant progress in this area. I acquired Microsoft Certificates: Azure Fundamentals and Azure Data Engineer. I became proficient in various Azure cloud services such as Data Factory, Function, Logic App, Stream Analytics, EventHub, Machine Learning, etc.

• MLOps and ML Engineering: Although slightly delayed, I am currently working on a project that focuses on implementing an end-to-end ML platform.

2024 Plan

1. Plan and enjoy a lovely wedding and honeymoon that my wife and I will always remember fondly.

2. Dive deeper into GenAI projects, aligning with my studies to explore the realms of deep learning, neural networks, and reinforcement learning. This will fortify my grasp on generative models, enhancing my expertise in this dynamic field.

3. Expand my reading horizons. Although my exploration of stoicism in 2023 impacted my reading pace, I aim to continue delving into diverse genres while striving to maintain a steady reading habit.

4. Cultivate a consistent writing practice. While I authored two articles in 2022, I didn’t contribute any last year. Writing not only reinforces my understanding but also allows me to share my insights with the community — an endeavor I consider invaluable. I aim to write and share my learnings more frequently in 2024, contributing to the collective growth of knowledge.

On a side note, it’s possible that this portfolio website is due for an exciting upgrade soon!