Anup Krishnamraju
Verified Expert in Engineering
Back-end Developer
Anup is an experienced engineer working at the cutting edge of back-end development and machine learning infrastructure, specifically Python and C++. He has scaled up services to ingest and process petabytes of data, built real-time streaming services, and improved machine learning models by mining for complex cases using semantic search. Anup is interested in addressing infrastructure challenges to help clients reach the next level.
Portfolio
Experience
Availability
Preferred Environment
Linux, C++17, Python 3, Visual Studio Code (VS Code)
The most amazing...
...thing I've created is a real-time data streaming system on robots that improved turnaround time during emergencies by 30 times.
Work Experience
Senior Software Engineer | Tech Lead
Nuro
- Led multiple cross-team projects in data mining among robotics and ML platform teams.
- Designed an embedding search solution to mine for complex cases for ML models, increasing our examples of long-tail failure modes by 20 times.
- Built applications to speed up a triage of ride data by six times and designed auto-triage functionality for a 50% reduction in human workload.
- Designed and implemented a streaming solution for visualizing autonomy data in real-time.
- Developed a system on our fleet of robots to extract real-time data during high-priority events, reducing latency by 30 times to make decisions.
- Interviewed over 100 candidates, hosted multiple interns, and helped set internship and interview guidelines as a part of the deep involvement in the recruiting process.
Experience
Sympto Health
Skills
Languages
Python 3, C++17, JavaScript
Other
Distributed Systems, Data Engineering, Machine Learning Operations (MLOps), Computer Vision
Libraries/APIs
TensorFlow
Tools
BigQuery
Platforms
Linux, Visual Studio Code (VS Code)
Storage
Google Cloud, PostgreSQL
How to Work with Toptal
Toptal matches you directly with global industry experts from our network in hours—not weeks or months.
Share your needs
Choose your talent
Start your risk-free talent trial
Top talent is in high demand.
Start hiring