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Akirahai/README.md

Hi there 👋 I'm Alex Le (Le Viet Hai)

📍 Based in Singapore • BSc in Computer Science @ SUTD • Passionate about AI, ML & open-source contributions

https://alex-le.vercel.app/


🚀 About Me

  • Data science & machine learning practitioner with hands-on experience in NLP, computer vision, time-series, MLLMs, and prompting.
  • Developed research-grade models: ResNet, BiLSTM, RoBERTa, Qwen, etc., with ~95% accuracy.
  • Strong backend & cloud experience: Python, Flask/Django, AWS, GCP, Azure.
  • Competed in hackathons and won titles:
    • 1st place, Digital Fridge (SUTD What The Hack 2024).
    • 1st runner-up, Maritime Hackathon 2025.
    • 1st place, Chain-of Chain-of-Thought Video Understanding (NAISCI TikTok Track 2025).
    • Next Hackathon Winner, DripSeek (Super AI 2025)
  • Active in UROP research and publications (CHI 2025 paper!).

🛠️ Technical Skills

Languages:

python c cplusplus java javascript sql matlab

ML/AI:

pytorch tensorflow huggingface 🦜

Cloud & Infra:

aws gcp azure

Web Dev:

react nodejs flask django streamlit


💼 Experience Highlights

Role Organization Description
UROP Research Assistant SUTD Co‑authored CHI 2025 paper on MLLMs, video reasoning with Gemini-hosted Google Cloud
Intern, AI for Problem Solving A*STAR/I2R Prompt engineering on GPT‑3.5, LLaMA, Mixtral; trained large language models with ~95% accuracy
UROP Research Assistant ACSP Lab, SUTD Developed encoding frameworks to mitigate sneak-path effects, optimized binary codes
Student Researcher Fake News Detection Bi-LSTM model achieving ~95.8% accuracy on ReINTEL dataset
Study Assistant ECG Classification, VinUni ResNet-18 model with F1_mean 0.9 in cardiac diagnosis

🎓 Education

  • Singapore University of Technology and Design (SUTD) — BSc Computer Science (GPA 4.8/5.0)
    ASEAN Scholar, Honours List, UROP Research, AI Singapore Student Club

  • Tianjin University (China) — Summer exchange; won Best Optimization Prize for AI Car Path planning

  • Vietnam School of Science, Nguyen Trai Specialized High School — Summer research; top GPA, Dean's List


🏆 Projects & Achievements

  • Digital Fridge – AI food‑inventory system using Flask & Gemini (Winner, What The Hack 2024)
  • Chain‑of‑Thought Video Understanding – Gemini-based TikTok-track winner (NAISCI 2025)
  • DripSeek – AWS Rekognition-based browser plugin (Top 4, SuperAI Next Hackathon)
  • Smart Health App – Android app powered by OpenAI & AWS (Honourable Mention, SUTD × Singtel)
  • Deficiency Severity Classifier – BERT-based system (Runner‑up, Maritime Hackathon 2025)

🌱 Interests & Community

  • Competitive programming (LeetCode)
  • Hackathons, open-source, online learning
  • Cultural exchange and community growth

Akirahai

  • 📫 Reach out to me at: hai_le@mymail.sutd.edu.sg

  • ⚡ Fun fact: Driven, innovative, and research-focused—ready to build the next generation of AI solutions �

Connect with me:

Akirahai-Linkedin Akirahai-Outlook Akirahai-Telegram Akirahai-DataCamp


📊 GitHub Stats

Akirahai

Alex Le

“Driven, innovative, and research-focused—ready to build the next generation of AI solutions.”

“Who Seek Shall Find.”

Pinned Loading

  1. KC_Text_Generation_AI4SOL KC_Text_Generation_AI4SOL Public

    Python

  2. Maritime_Aqualyticd Maritime_Aqualyticd Public

    Jupyter Notebook 2

  3. SleepApneaECG SleepApneaECG Public template

    Python

  4. Team-SeekDeep/SeekDeepSubmission Team-SeekDeep/SeekDeepSubmission Public

    Jupyter Notebook 2