TianJian Wang
@tianjianwang
Senior software engineer building scalable full-stack and AI platforms.
What I'm looking for
I’m a Senior Software Engineer focused on building scalable full-stack, cloud, and AI platforms. I’ve delivered enterprise-grade systems across Meta, AWS, and YourMechanic, with a strong emphasis on distributed systems, platform reliability, and developer experience.
At Meta, I led end-to-end development of Meta’s Llama developer platform—architecting full-stack AI infrastructure with React, TypeScript, Python, FastAPI, Kubernetes, Terraform, and GPU inference stacks. I built OpenAI-compatible SDKs, developer portals, CLI tooling, and API gateway services that reduced onboarding from days to minutes and grew beta developer adoption by 80%+.
I also engineered high-performance distributed inference and RAG/agent orchestration systems. Using Kubernetes, Triton, vLLM, PyTorch (including FP8 quantization), and multi-tenant routing, I achieved 80–150ms P95 inference latency and supported 2K–5K QPS, while RAG retrieval landed with sub-100ms overhead using Milvus, Weaviate, LangChain, and vector embeddings. On top of that, I implemented CI/CD and observability (canary releases, automated rollback, Prometheus/Grafana/ELK/Datadog) and improved incident resolution time by 40%.
Earlier at AWS, I built high-availability infrastructure for Managed Service for Apache Flink, delivering 99.99% uptime and reducing deployment-related failover latency by 40%. I also improved streaming performance (p99 < 500ms), enabled safer rollouts, and tightened monitoring/incident response with CloudWatch, while contributing internal and public documentation adopted by multiple AWS teams.
Experience
Work history, roles, and key accomplishments
Senior Software Engineer
Meta
Jan 2022 - Present (4 years 5 months)
Led end-to-end development of Meta’s Llama developer platform, launching unified APIs for inference, RAG, agents, and safety for thousands of enterprise and developer workloads. Reduced developer onboarding time from days to minutes, increased beta adoption by 80%+, delivered 80–150ms P95 inference latency at 2K–5K QPS, and reduced incident resolution time by 40% while keeping API error rates belo
Built and maintained high-availability infrastructure for Amazon Managed Service for Apache Flink, delivering real-time stream processing with 99.99% uptime and 40% faster failovers during rolling updates. Tuned stream job performance to achieve p99 latency under 500ms, reduced customer downtime risk by 75%, and improved incident MTTR by ~40% through AWS monitoring and CI/CD.
Software Engineer
YourMechanic
Aug 2018 - Feb 2020 (1 year 6 months)
Developed and owned the Fleet Services Platform, a full-stack B2B product that grew B2B usage by 3.8x in 12 months. Built React/Redux dashboards and Ruby on Rails services, improved backend test coverage and UI automation to reduce production regressions by 35%, and increased developer experience and reduced runtime errors by ~20% with TypeScript and Flow.
Education
Degrees, certifications, and relevant coursework
Texas A&M University
Master of Engineering, Computer Science
2015 - 2018
Master of Engineering in Computer Science at Texas A&M University (2015–2018).
Harbin Institute of Technology
Bachelor of Engineering, Automation
2011 - 2015
Bachelor of Engineering in Automation at Harbin Institute of Technology (2011–2015).
Tech stack
Software and tools used professionally
Apache Flink
GitHub
Kubernetes
Jenkins
CircleCI
GitHub Actions
MySQL
PostgreSQL
RocksDB
Gmail
Node.js
Ruby on Rails
Next.js
Tailwind CSS
Databricks
Redis
Terraform
JavaScript
Java
PyTorch
Kafka
FastAPI
Grafana
Prometheus
Datadog
GraphQL
Milvus
RSpec
Amazon Managed Service for ...
SQL
LangChain
Weaviate
vLLM
ArgoCD
Bash
100ms
Llama Stack
Stack AI
Safe
Availability
Location
Authorized to work in
Job categories
Skills
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