Jin Kim Email and Phone Number

Engineering GenAI workflow architectures for hedgefund analysts

Backed by Techstars (Crypto & Blockchain - Boston)MPC-based crypto/defi trade solutions for financial institutions.

Worked under the Venture Capital arm of Dunamu, the biggest crypto exchange in Korea. Sourcing and assessing fintech, blockchain, and AI technology startups.

As founding member, researched and tested deep learning based investment methods on the KOSPI and KOSDAQ markets. Worked on hyperparameter optimization of stock momentum based portfolio selection algorithm. Created an original cost function that considers the ordinality of APRI's neural network for stock prediction

Applied Data Science Lab / Graduate School of Convergence Science and Technology. Studied deep-learning and researched on ETR(Early Termination Rule) that could speed-up hyperparameter optimization with Bayesian Optimization algorithms. Created heuristic ETR algorithms which showed notable improvement and robustness over existing rules (Hyperband, BOHB, Median Stopping Rule etc.)

Defense Security Command - research on military policies for cyber-warfare scenarios and inter-country cooperation on cyber-intelligence.