Abhishek Mishra
software developer working on applied ai at an airline. ms in cs (machine learning) at georgia tech. i reproduce applied ai papers so that others — enterprise or hobbyist — can actually use them.
About me
most of my friends call me abhi (pronounced uhh-bhee). you can too.
i was born in delhi, india and have lived around the world. these days i'm in the us, working as a software developer.
i graduated from ut dallas in 2023 with a bachelor's in cs and a minor in spanish. since then i've been working at an airline and doing my masters at georgia tech.
more than anything, i am deeply passionate about ai in our society. i want to see the largest technological innovation of our time democratized — which takes both acceleration and safety. right now i'm devouring everything i can about how to help good actors in ai take good actions.
Currently tinkering
- taking cs 7641: machine learning at georgia tech.
- reproducing applied ai papers — currently the ACE paper and GEPA.
- writing about all of it on the blog.
Research
Programming Assistant for Exception Handling with CodeBERT
ICSE '24 — research publication · advised by Prof. Tien Nguyen
proposed neurex, an exception-handling recommender that learns from complete code, takes a java snippet, and recommends how to handle its exceptions.
Neural Exception Handling Recommender
ICSE '24 — poster · advised by Prof. Tien Nguyen
a multi-task large language model that recommends which exception to raise for a given code snippet.
Measuring Defensive Efficiency with Event Data
StatsPerform ProForum 2022
four machine learning approaches for evaluating the defensive ability of soccer center-backs. one of 10 papers accepted globally; the only undergraduate to present.
Experience
| years | role | where |
|---|---|---|
| 2023 — now | software developer, applied ai | an airline ✈️ |
| 2024 — now | ms in cs (ml) | georgia tech |
| 2023 | cs research assistant to Prof. Tien Nguyen | ut dallas |
| 2020 — 2023 | bs in cs, minor in spanish — summa cum laude | ut dallas |
Selected projects
- hackreason — 2nd place (2022). led a team of four building a prolog / s(CASP) support system for at-risk students, placing 2nd among mostly graduate teams.
- hackutd, toyota challenge — top 4 (2022). led "sobrive", an image-recognition app to fight drunk driving.
- hackdfw — top 7 (2022). led "themis", an ml service for information equality in the supreme court.
- determining exoplanets (2022). ffn + cnn models that replicated nasa astrobiology team results with fewer resources.
- emo7ion (2022). emotion detection: s3, sagemaker, and a live webcam feed to a deployed endpoint.
Off the clock
- nature, and national parks in particular.
- i've run a marathon. the write-up is on the blog.
- music, novels, film. always down to talk philosophy, pick apart a movie, or read between the lines of a song.
Contact
- github — abhiamishra
- resume — pdf
- writing — blog
- research — research