Accelerate your
lab's engineering needs with

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Empowering academic labs and growth-stage startups to solve complex AI challenges swiftly. Our elite team—from Google, Amazon, and MIT PhDs—delivers rapid proofs of concept, so your core team can focus on driving your business forward.

Focus on research
let AI ML experts handle the rest

While core research is essential, engineering tasks can take months to implement and may require learning new skills, potentially delaying project completion. Focusing on peripheral systems might not be the best use of your valuable time.

That’s where our team of

research software engineers

comes in. We help you offload these tasks, ensuring that you can concentrate on what truly matters—advancing your research.

Services

Data ingestion pipelines

Terrabyte scale data cleaning, transforming, processing.

MLOps

End-to-end model management and deployment*
Fine-tuning models
Weight analysis and optimization
Speeding up inference
Model compression
Hosting models across different cloud and compute infrastructures
Deployment management (Docker, CI/CD)
Parallelizing training across multiple GPUs

Backend development

Robust system-level and API development for high-performance environments
Writing APIs for third-party integration
System-level code optimization
Interfacing with C/C++ low-latency code
Network protocol integration: gRPC for real-time data transfer

DevOps

Linux-based cloud platforms like AWS, Azure, GCP
Scaling servers to handle internet- scale traffic
Setting up content delivery networks
Automating workflows: receive inputs, spawn servers, perform computations, orchestrate multiple services, log and store results in databases, raise alerts, shut down unused servers, etc.

Interactive webpage design

Create dynamic and engaging webpages with interactive elements that enhance user experience. Utilize responsive design, animations, and user-friendly interfaces to boost engagement.

App development

Develop dynamic, interactive apps with responsive design and engaging features to enhance user experience and drive user engagement.

Machine learning & modeling

ML specializations:

Supervised & Unsupervised learning: Regressions, Transformers, Graph neural networks
Domain: Text and Vision
Reinforcement learning
Time-Series forecasting: ARIMA, LSTMs, Prophet

Database management

Database management and query optimization

Web & document scraping

Advanced skills in web scraping and document extraction using various tools.

Visualizations

Creating insightful visual representations of data*
Libraries: Matplotlib, Seaborn, GGPlot

Other backend services

Writing APIs to interface with a third party software stack,
System-level optimization of code,
Interfacing with C/C++ low-latency code,
Interfacing with various network protocols like gRPC to receive real-time data.

Data ingestion pipelines

Terrabyte scale data cleaning, transforming, processing.

Trusted by the best

Case studies

MIT CSAIL

Created a workflow for a complex robotics data-collection application in 1 month. This would have otherwise taken 3-4 months by 1 engineer. Given the critical timeline, we quickly assembled a team of Python, iOS, DevOps engineers, and one architect. They created an elaborate AWS infrastructure with auto-scaling capabilities, achieving very low latency (30 ms), and set up multiple data-collection and reporting dashboards.

Michigan State University

Working on an open-source leaderboard where researchers can submit their latest adversarial ML models. The lab did not have the bandwidth to productize and open-source such a leaderboard. We deployed a team of a senior ML engineer and a senior backend engineer.

MIT Media Lab

Developed a world-class dynamic dashboard to visualize climate discourse.

Accelerate your lab's engineering needs with

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Focus on research let AI ML experts handle the rest

research software engineers

Services

Data ingestion pipelines

MLOps

Backend development

DevOps

Interactive webpage design

App development

Machine learning & modeling

Database management

Web & document scraping

Visualizations

Other backend services

Data ingestion pipelines

Trusted by the best

Case studies

MIT CSAIL

Michigan State University

MIT Media Lab

Contact us to transform your AI capabilities

Accelerate your
lab's engineering needs with

Focus on research
let AI ML experts handle the rest

Contact us to transform
your AI capabilities