Tran Minh Khoa

Kaia Foundation, Junior Software Developer

Vite (TypeScript)•styled-components•Next (TypeScript)•Responsive Design•Vue (TypeScript)•Solidity•Postgres•AWS•Docker•SSH•Chatbot•Text Classification•PyTorch•IPynb•Hugging Face•LangChain•LanceDB•Jira•Confluence•Slack

April - August 2024

1. Contributed to official documentation
2. Tested a hardware wallet across different releases, browsers, & operating systems
3. Helped integrate a Chatbot into Telegram for users to interact with Smart Contracts
4. Worked on Kaia Portal
   • Implemented & adjusted designs from Figma
   • Took charge of Responsive Design
   • Wrote unit & E2E tests

• Planned & executed tasks from Jira, Confluence, & Slack
• Used Docker & SSH to ensure replicable builds & tests
• Exchanged best practices, tools, & tips with colleagues

Video Analytics for Major Project Pitching

Object Detection•Image Classification•Automatic Speech Recognition•Chatbot•Text Summarization•Text Classification•Speech Emotion Recognition•PyTorch•Hugging Face•LangChain•IPynb•wandb•CRISP-DM•FastAPI•Svelte (TypeScript)•Tailwind•Docker•SSH

June 2023 - March 2024

• Labelled >2000 images & audio clips from past-year Major Project Pitches
  • Trained models every 200 records to ease labelling
• Prompt-engineered LLM to give feedback on areas of improvement
• Deployed on school's server with Docker & SSH
• Graded 5min videos within 1min, with 1.3/10marks of variance compared to human judge

Krust Universe, Intern

Next (TypeScript)•styled-components•Solidity•Postgres•AWS•Chatbot•Text Classification•PyTorch•IPynb•Hugging Face•Redis•Go•Confluence•Slack

September 2023 - February 2024

1. Developed a Web3 game
   • Indexed Smart Contract data into Postgres for fast querying
   • Deployed on AWS EC2
2. Developed a Chatbot to onboard users onto a Web3 wallet
   • Prompt-engineered with RAG for relevant & professional responses

IoT Network Intrusion Detection

PyTorch•IPynb•wandb

May - June 2023

• Covered Attack & Defense strategies based on MITRE ATLAS
• Wrote a report detailing model training, evaluation, & strategies

DSTA BrainHack 2023 (Today I Learned — AI Camp)

Object Detection•Re-identification•Automatic Speech Recognition•IPynb

May 2023

• Trained a YOLO model to detect plushies from an image
• Constructed a Siamese Network with a Transformer Encoder, then trained it with Triplet Loss
• Passed detections from YOLO model into Siamese Network to identify "terrorist" plushies
• Trained an Automatic Speech Recognition model to transcribe augmented audio into text
• Hosted daily meetups to check progress & recommend information (sources)

National AI Student Challenge 2022

Chatbot•Image Classification•Python•React (TypeScript)•Responsive Design

January - March 2023

• Trained a CNN to identify food types
• Developed a dashboard for users to track nutritional information
• Created a Chatbot with AWS Lex to suggest healthy foods based on user's intake

PolyFinTech 100 API Hackathon 2022

React (TypeScript)•React Native (TypeScript)•CSS•Solidity•Adobe XD

April - November 2022

• Created & deployed a Web3-powered ecosystem featuring:
  1. An E-commerce Website
  2. Walk-for-rewards App
  3. Various Smart Contracts
• Partnered with Klaytn & deployed on their Blockchain
• Worked in a team of 6 using Git, Discord, & RemNote to organize code, communication, & knowledge respectively

Sourcerer

- Research Automation Tool

UiPath•Text Summarization

April - August 2022

• Automated Keyword Extraction & Outsourcing of References
• Shortened time taken to gather resources from several minutes to 30 seconds