Christopher Wang
@christopherwang1
Senior AI/ML engineer specializing in LLM systems, RLHF, and MLOps.
What I'm looking for
I am a Senior AI and Machine Learning engineer with 13+ years building large-scale ML systems, specializing in LLMs, RLHF pipelines, RAG, and agentic AI. I design end-to-end AI platforms spanning data pipelines, distributed training, and real-time inference.
At production scale I’ve built RLHF systems with human evaluators and automated comparators, integrated RAG and retrieval orchestration, and developed LangChain-based prompt and tool orchestration to improve groundedness and safety.
I have deep experience optimizing distributed training and inference using PyTorch Distributed, DeepSpeed, Ray, and GPU acceleration, and deploying services on Kubernetes with autoscaling across Azure, AWS, and other cloud platforms.
I collaborate closely with research, product, and infrastructure teams, mentor junior engineers, and produce reproducible tooling for experiment configuration, model versioning, evaluation suites, and CI/CD to ensure reliable, maintainable AI systems.
Experience
Work history, roles, and key accomplishments
Senior ML Engineer
TogetherAI
Oct 2022 - Feb 2026 (3 years 4 months)
Designed and scaled RLHF, RAG, and agentic LLM pipelines for production, reducing hallucinations and improving groundedness and safety while optimizing distributed training and inference for cost and latency.
ML Engineer / Data Scientist
ZestyAI
Jul 2019 - Sep 2022 (3 years 2 months)
Built large-scale Azure ML pipelines and AKS inference endpoints for property risk modeling using geospatial and imagery features, improving underwriting insights and model monitoring and deployment workflows.
Reinforcement Learning Engineer
OpenAI
Mar 2016 - Jun 2019 (3 years 3 months)
Developed and scaled deep RL agents and distributed training pipelines (multi-GPU/multi-node), improving throughput and convergence using curriculum learning, reward shaping, and population-based training.
Junior ML Engineer
IBM
Aug 2013 - Jan 2016 (2 years 5 months)
Assisted development of predictive models and automated data pipelines for supply chain analytics, producing dashboards and ETL workflows that improved forecasting and reporting efficiency.
Bachelor of Science
University of California, Berkeley
Aug 2010 - Aug 2013 (3 years)
Completed a B.S. in Computer Science with coursework relevant to algorithms, systems, and machine learning.
Education
Degrees, certifications, and relevant coursework
University of California, Berkeley
Bachelor of Science, Computer Science
2010 - 2013
Completed a Bachelor of Science in Computer Science with coursework and projects focused on algorithms, systems, and machine learning.
Tech stack
Software and tools used professionally
Kubernetes
Azure Kubernetes Service
NumPy
Pandas
Hadoop
Gmail
Rollout
Databricks
Azure DevOps
Java
Azure Machine Learning
TensorFlow
PyTorch
MLflow
scikit-learn
Keras
DeepSpeed
Kafka
Linux
Elasticsearch
Airflow
GuardRails
s3-lambda
SQL
XGBoost
Hugging Face
LightGBM
Temporal
LangChain
Monte Carlo
Ray
OpenAI API
JAX
Transform
Agentic
Modal
LangGraph
Loops
Remote
Emergent
Method
Jan
MuJoCo
Availability
Location
Authorized to work in
Job categories
Skills
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