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  • Georgia Institute of Technology
  • Atlanta
  • 08:32 (UTC +09:00)
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tkim602/README.md

TaeHo Kim

AI/ML & Software Engineer · Georgia Tech BSCS & OMSCS

Building reliable AI systems, developer tools, and production-oriented ML applications.

LinkedIn Email


About

Computer Science @ Georgia Tech, focused on AI/ML Engineering and Software Engineering.

I build systems around LLMs, ML evaluation, retrieval, and developer tooling, with an emphasis on making AI systems reliable and deployable.


Experience

Fasoo · AI Engineer Intern

Machine Translation Quality Assessment · 2025

  • Built an ML-based QA pipeline for 300K+ multilingual strings using semantic similarity, COMET, rule-based validation, and LLM evaluation.
  • Reduced human QA workload by 87% while improving quality assessment performance by approximately 67%.
  • Runner-up, Fasoo Fix Day.

Georgia Tech · Undergraduate Researcher

Tableau Copilot / Research Data Analytics

  • Built a natural-language AI Copilot for Tableau dashboards using metadata parsing, embeddings, and RAG.
  • Developed pipelines for dashboard understanding, Q&A, and automatic visualization generation.

Featured Projects

PatchCheck

Fine-tuned code model + static analysis for pull request risk assessment and triage.

BuzzBot

Georgia Tech assistant built with controlled agentic RAG, hybrid retrieval, and structured course data.

CodeCoach

Developer tooling for improving programming and software engineering workflows.


Tech

Languages · Python · C · C++ · Java · JavaScript

AI / ML · PyTorch · TensorFlow · Hugging Face · scikit-learn · RAG · LLM Evaluation

Backend / Data · FastAPI · PostgreSQL · Docker · Git

Web / App · React · Node.js · Flutter


Pinned Loading

  1. PatchCheck PatchCheck Public

    Fine-tuned 7B verifier for advisory GitHub PR risk triage, with transparent code-change flags.

    Python

  2. CodeCoach CodeCoach Public

    Progressive AI hints, code review, wrong-answer notes, and local weakness tracking for LeetCode and Programmers practice pages.

    JavaScript

  3. PantryWise PantryWise Public

    Pantry-aware recipe recommendation using TF-IDF, K-Means, LightGBM, and ResNet50 embeddings.

    Python

  4. WatchTower WatchTower Public

    Korean-to-English MT quality evaluation and selective post-editing pipeline with LaBSE, COMET, and LLM-based assessment.

    Python