Meet Elías: A Learner with a Objective
Elías Andrés Gaete Fuenzalida, hailing from Chile, with years of expertise in finance and educating on the college degree, he had constructed a strong profession. But one thing was lacking.
“I’ve all the time beloved funding subjects. Even in my first job, I used to be managing small accounts and I knew this was the sphere I needed to develop in.”
With a level in Industrial Engineering—a novel mix of enterprise and finance—Elías had developed a robust basis in monetary idea, statistics, and Excel. Nevertheless, when it got here to moving into the trendy world of quantitative buying and selling, he discovered himself on unfamiliar floor.
Looking for the Proper Path
Like many pushed learners, Elías turned to the web searching for a structured and in-depth program that might assist him transition from conventional finance to quantitative investing. He consulted ChatGPT for suggestions and narrowed it down to a few potential programs.
“Out of the three, EPAT stood out. It had every thing I used to be on the lookout for: full curriculum, sturdy college, and a very world scholar neighborhood.”
Regardless of the readability in curriculum, there was one large problem forward: Python programming. Elías had no prior publicity to coding—however as an alternative of backing out, he embraced the problem head-on.
“At first, programming in Python was completely unknown to me. However because of instruments like ChatGPT and the help I obtained all through the course, I used to be capable of transfer previous that preliminary concern.”
The truth is, Elías believes that if he had taken the course a decade in the past, it will have been a lot more durable.
“Again then, we didn’t have instruments like this to help us. At the moment, it’s simpler—however provided that you keep dedicated.”
Overcoming Challenges: Language, Workload, and Studying Curve
Elías didn’t simply battle with programming. English wasn’t his first language both.
“The language barrier was actual to start with. I struggled to comply with a few of the early courses, however over time, I improved.”
Alongside studying Python and quant methods, Elías was additionally working full-time as an inner auditor in an organization coping with electrical initiatives. Balancing a demanding job with a rigorous educational program took a toll.
“Within the final two months of the course, I used to be overwhelmed. I had lots of work tasks. However I managed to make time to check and put together for the ultimate examination.”
And his efforts paid off.
The EPAT Expertise: Construction, Assist, and Neighborhood
Elías credit the construction and help of EPAT for making the journey manageable and deeply rewarding.
“The course was extremely well-organized. The help from mentors like Lakshmi was wonderful—each doubt was addressed on time. I by no means felt misplaced.”
He additionally spoke extremely of the instructors, particularly Jay Parmar, School, EPAT, whose periods on portfolio administration made an enduring impression.
“Jay is an incredible instructor. He defined advanced subjects with such ease. Portfolio administration shortly turned my favourite topic due to him.”
Even whereas making ready for the ultimate certification examination, Elías remained decided regardless of private workload pressures.
“Within the last months, I used to be overwhelmed with work. However I carved out time to focus. I didn’t examine every thing in depth—however I targeted on what I understood greatest and leaned on the video content material to fill in gaps.”
The Turning Level: A Ardour for Portfolios
One of many key highlights of Elías’ journey was discovering his deep curiosity in portfolio administration. Impressed by each the curriculum and intensive studying he did on his personal, he determined to focus his last venture on portfolio diversification and risk-based rebalancing methods.
“I learn many books from March to October. That helped me notice that portfolio administration was the world the place I felt probably the most comfy and excited.”
Working below the mentorship of Ajay, Elías fine-tuned his technique.
“Ajay was wonderful. He solved an issue in my code that I’d been caught on for 2 weeks. It fully modified the way in which I checked out sure components of my venture.”
Elías’ EPAT Challenge: Diversification of the Portfolio
Elías’ capstone venture was not only a technical report—it was a sensible technique designed to make diversification extra accessible and comprehensible. The muse of the technique was constructed on deciding on 22 shares throughout 11 completely different sectors of the S&P 500 index, making certain a broad and balanced financial illustration.

He then developed a risk-based rebalancing portfolio, the place the allocation modified quarterly relying on the usual deviation (danger) of every asset. Riskier shares obtained smaller weights, and fewer risky ones got extra publicity.

“The concept was easy: assist folks perceive learn how to scale back danger by way of diversification, and rebalance the portfolio often to take care of stability.”
One of many standout insights of the venture was how his technique carried out in the course of the COVID-19 interval—a time of worldwide monetary volatility. Regardless of market turbulence, his portfolio confirmed sturdy resilience and higher drawdown traits in comparison with the benchmark.

“It couldn’t beat the benchmark on returns, however the volatility was decrease, and the Sharpe ratio was higher. For me, that was a win.”

Within the third a part of the venture, Elías launched a hedging technique by going quick on the benchmark, proportional to the portfolio’s beta, additional demonstrating his rising sophistication in portfolio building.
You’ll be able to entry the complete venture. Entry Elías’ full venture pocket book and evaluation right here.
A New Chapter Forward
Now that Elías has efficiently accomplished this system, he’s looking forward to the long run with much more confidence and readability.
“Earlier than EPAT, I didn’t know learn how to create any type of funding technique. Now, I’ve constructed an entire one from scratch.”
Although he’s at the moment taking a brief break to enhance his English within the UK, he’s already exploring alternatives within the funding and quant finance business.
“I’m keen about this discipline. I wish to construct a profession in quant. I do know there’s nonetheless so much to study, however now I’ve the inspiration and the help to take the following step.”
He additionally praised the EPAT alumni neighborhood and continued entry to supplies and mentorship.
“The sources are all the time obtainable. I really feel like I’m not alone. The help system and the surroundings you’ve constructed—that is what makes the distinction.”
Ultimate Phrases
Elías’ story is a testomony to what can occur when curiosity meets perseverance. From Chile to the UK, from spreadsheets to Python scripts, from conventional finance to quant methods—his journey with EPAT is nothing in need of inspiring.
“This course opened my world. Every part I do know now about quant, I owe to EPAT.”
Subsequent Steps for you
Discover EPAT buying and selling initiatives on varied subjects:
Elías’ journey is a strong instance of how dedication, personalised mentorship, and sensible studying can assist anybody, no matter background, step confidently into the world of quantitative finance.
Whether or not you’re a finance skilled trying to transition into quant, a scholar aiming to future-proof your profession, or just somebody keen about data-driven investing, you can begin your personal journey at the moment.
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EPAT Challenge – Diversification of the Portfolio
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Disclaimer: With the intention to help people who’re contemplating pursuing a profession in algorithmic and quantitative buying and selling, this success story has been collated primarily based on the non-public experiences of a scholar or alumni from QuantInsti’s EPAT programme. Success tales are for illustrative functions solely and aren’t meant for use for funding functions. The outcomes achieved submit completion of the EPAT programme might not be uniform for all people.
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