Spotify Recommendation Algorithm
How Spotify uses AI to personalize user experiences on the platform? Through collaborative filtering and content-based filtering.
Software development, machine learning &
blockchain engineer.
I’m Jingles, a machine learning engineer by day, and full-stack developer by night.
Currently pursuing PhD in machine learning applied neuroscience;
building Mesh SDK, an open-source SDK for building blockchain applications;
and building a number of decentralized apps on NOSTR .
Public Key Cryptography
How could two parties communicate securely without having met beforehand to exchange keys?
Coordinating Multiple RL Agents on Overcooked
Bayesian Delegation enables agents to infer the hidden intentions of others
Why Learned Optimizers Outperform Standard Optimizers like Adam
Reverse engineering learned optimizers reveals known and novel mechanisms by Google Brain
Work Experiences
- Company
- Cardano
- Role
- Mesh SDK / EMURGO / IOG
- Date
- Company
- Alibaba Group
- Role
- PhD (ML & Neuroscience)
- Date
- Company
- Alibaba Group
- Role
- Machine Learning (RecSys)
- Date
- Company
- Defence Science and Technology Agency
- Role
- Machine Learning (NLP)
- Date