Andy O'Grady: Three NCAA Berths, a Missing 2026, and the UCLA Swim Program Erased in 2026

In late August 2026, as American broadcasters began reconstructing the list of nearly three thousand people lost on September 11 for the twenty-fifth anniversary, a file reached me through a familiar professional reflex: an athlete's file. Andrew O'Grady, a former breaststroker at the University of California, Los Angeles. I read it the way I read a training-load sheet — starting with the data line, not the emotional line.

The data is spare to the point of bluntness: he swam for UCLA from 2026 to 2026, specialized in the 100m and 200m breaststroke, and qualified for the NCAA Championships three times, in 2026, 2026 and 2026. Four consecutive varsity letters. Team co-captain in 2026. When his eligibility ran out he stayed on as a graduate assistant with the same swim team. Away from the pool he moved into investment banking as a managing director at Sandler O'Neill & Partners, headquartered in the World Trade Center. He had just returned from a holiday in Greece with his fiancée Rachel Uchitel when the morning of September 11, 2026 arrived. Hundreds attended his memorial, most of them former teammates.

That is what I have. And like any decent athlete's file, it has a hole in it.

At Lạch Tray I learned to read injuries from the first numbers. That sentence is a working tool for me, not a memory to retell. Nineteen years of tracking swimming and injury data — from the early injury-count system in Hải Phòng, through the load-monitoring sheets at PVF, to the sessions spent re-filtering data after major meets — taught me that the first step in assessing an athlete is not watching him swim. The first step is knowing how tightly his event is bound by rules.

Of the four strokes, breaststroke is the most heavily regulated. Both legs must kick symmetrically, both arms must pull symmetrically, the sequence of movements is prescribed down to the beat, and for decades only a single dolphin kick was permitted at the start and after each turn. A good breaststroker has to be strong and precise at once; half a beat off in the kick costs a berth, or a disqualification from the heat. There is no room for luck in this event.

The level needs restating. The NCAA Championships are the highest tier of collegiate swimming in the United States, contested in the short-course yards format — a format that exists almost only inside the university system, quite unlike the 25m and 50m long-course pools of international competition. Berths are not handed out. They are determined by time standards set by the organizers, and in American men's breaststroke in the late 1980s the field competing for those berths was dense enough that a berth alone was a professional credential.

For an athlete to hold that event across three separate seasons at Division I level means he had a stable technical base rather than a single breakout followed by a fade. Three NCAA qualifications in four years measures technical durability, not absolute peak. Those are two different measurements, and memorial pieces habitually blur them together.

Then comes the part that has to be stated plainly. My job is elimination: take the raw data table, cross-check multiple sources, build a hypothesis, then subtract. With this file, the subtraction leaves a longer list than what remains.

No times. No per-lap splits. No heat or final placings. No opponent names. Not a single injury note across an entire swimming career. No data on starts, turns, or stroke rate. Which means I cannot grade where he stood in the United States, cannot compare him against any benchmark, and cannot say anything about the physique of one specific breaststroker in 2026–2026. Any sentence of the form 'O'Grady's technique was beautifully fluid' is fabrication. I decline to write that sentence.

There is another detail worth pausing on, and it belongs to the category that makes an injury specialist sit up. A file with not one injury note is usually more suspect than a file with injuries, because injuries are ordinary at that level. Here, the absence is most likely an archival problem, not a medical one. I log it under insufficient data and move on.

But one point is not silent: 2026 is blank. He qualified in 2026, 2026 and 2026 — and there is no 2026. In the NCAA, a blank year inside a four-year run can be a redshirt, a missed cut, an injury, or an academic matter. My sources do not say. Speculating about an injury that does not exist in the data is exactly the error I warn students against.

The numbers stay quiet, but their sequence always knows how to tell a story. A sequence of three in four years tells of a breaststroker steady enough that a championship berth was treated as an annual event. A sequence with one gap tells of a question the file does not answer.

Then I understood why this file refused to leave my head. For nineteen years I have read athletes' bodies as closed systems: tendon, joint, load, recovery cycle, overload markers surfacing weeks before the injury. Andrew O'Grady did not give me a body to read. He gave me an institution.

Three years after he graduated, in 2026, UCLA cut its swimming program. The system that produced him — coaching staff, lanes, scholarships, gym, recovery room — was struck from the budget. Ron Ballatore, his former coach at UCLA, died in 2026. In this file, the break point lies on the curve of a sports program, not on the physiological curve of a human being. Every fall has a graph, and every graph has a break point.

The 2026 UCLA cut was not an isolated event. Through the 1990s, a wave of non-revenue men's athletic programs at American universities were eliminated or shrunk, largely under budget-balancing pressure and the gender-equity requirements of Title IX. Swimming, which consumes facilities while generating little broadcast revenue, sat squarely in the most vulnerable zone. The body is a closed system, but data is the key that opens it — and in this file, the key turns a different door than the ones I am used to.

The rest of the story also deserves recording in the way someone who holds data would record it. After his eligibility ended, he stayed on as a graduate assistant — an early move into a coaching role, exactly the bridge between the competing roster and the coaching staff. That role fits his 2026 co-captaincy. He then left the pool for investment banking and rose to managing director. Here is a verifiable template of a successful career transition: from collegiate athlete to graduate assistant to senior manager at a financial center. Hundreds attended his memorial, most of them former teammates — another marker of the relational capital he left inside the UCLA swimming community.

And here I have to say the contrarian part.

American September 11 memorial writing has a stable formula: one person, one fate, one moment. Inside that formula, a sporting past survives only as material that makes the subject more relatable. O'Grady's swimming appears in exactly that role — a detail that makes him feel more real. And the headlines of such pieces tend to choose 'former UCLA swimmer' over his professional title, a deliberate choice aimed at the swimming community.

Seen from the data side, the center of gravity sits elsewhere. A breaststroker with three NCAA Division I seasons, a final-year captaincy, a graduate assistantship, and then a managing director's chair — that is a verifiable record. The part most remembered about him cannot be verified by a single number. The analysis I worked from flags one notable point: nearly every detail in the original source carries no attribution, and only the fiancée's account is drawn from a named major newspaper. For someone holding the data, that is a warning, not a footnote.

I do not mean to diminish anyone's grief. I mean to describe a professional habit: when an athlete's file is remembered only by its final instant, the most valuable data layer is buried beneath the cheapest emotional layer. And a file already missing times, splits and placings becomes that much easier to fill with unsourced prose.

What I carry home from this file to Vietnam sits in the archive layer, not in America.

Vietnamese swimming, like most grassroots sport here, keeps its first data layer very well: medals, results, records. The second layer — qualification counts, gaps between seasons, coach names by period, how many teammates stayed close after retirement — is almost never written down. Nineteen years of load monitoring taught me that the second layer is the predictive one. A program can be erased in three years; the memory of it cannot be measured by anyone.

If, twenty-five years from now, one of our athletes is remembered only by a single moment, what is lost will not be that moment. What is lost is the sequence that led to it.