Heng Li

Heng Li Email and Phone Number

MLE & DS | MS in Artificial Intelligent Engineering @ CMU CTI | Looking for internships in Data and Machine Learning at 24 Summer.
Heng Li's Location
Pittsburgh, Pennsylvania, United States, United States
About Heng Li

I am a graduate student at CMU, also an aspiring AI engineer equipped with strong hands-on skills in developing and deploying ML solutions, optimizing model performance, handling large datasets, and leading impactful projects. I am passionate about staying on top of the latest advancements in the field to deliver innovative AI engineering solutions.- Proficient Python Coder: Developed multiple end-to-end machine learning systems leveraging Python at L'Oréal and Ping An. Used Python for rapid prototyping and building production-ready ML pipelines.- Skilled Model Tuner: Improved model performance substantially through techniques like knowledge distillation and transfer learning during my internship at Ping An. Distilled bulky models into lightweight versions without losing accuracy.- Effective Data Wrangler: Architected distributed big data pipelines to process large datasets efficiently at XJTLU. Designed data flows using Spark, SQL and other tools to enable scalable data processing.- Cloud-Savvy: Built and deployed machine learning models at scale using AWS services including SageMaker, EC2 and others. Operationalized models seamlessly on the cloud.- Strong Leader: Spearheaded high-impact projects at XJTLU including decreasing data footprint by 63% and increasing model accuracy by 6% through techniques like adversarial validation.- Eager Learner: Continuously stay updated on latest machine learning advancements like Transformers, adversarial methods and other emerging techniques.

Heng Li's Current Company Details

MLE & DS | MS in Artificial Intelligent Engineering @ CMU CTI | Looking for internships in Data and Machine Learning at 24 Summer.
Heng Li Work Experience Details
  • L'Oréal
    Data Scientist
    L'Oréal Jan 2023 - Mar 2023
    Shanghai, China
    * Developed skin segmentation pipeline on AWS.* Managed models and experiments with DVC and mlflow.* Improved segmentation with discriminator and shape priors.
  • Ping An Technology
    Machine Learning Engineer
    Ping An Technology Jun 2022 - Sep 2022
    Pudong, Shanghai, China
    * Monitored ETL health in Splunk dashboard.* Preprocessed transaction records with SQL.* Fine-tuned FinBERT for sentiment analysis.* Improved inference speed with knowledge distillation.
  • Xi'An Jiaotong-Liverpool University
    Student Research Assistant
    Xi'An Jiaotong-Liverpool University Apr 2022 - Jul 2022
    Suzhou, Jiangsu, China
    * Reduced streaming data size with pyspark on AWS.* Improved model accuracy with adversarial validation.

Heng Li Education Details

Frequently Asked Questions about Heng Li

What is Heng Li's role at the current company?

Heng Li's current role is MLE & DS | MS in Artificial Intelligent Engineering @ CMU CTI | Looking for internships in Data and Machine Learning at 24 Summer..

What schools did Heng Li attend?

Heng Li attended Carnegie Mellon University, Xi'an Jiaotong-Liverpool University, 英国利物浦大学.

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