Annapurna Labs
Enabling and optimizing fine-tuning on Trainium chips
Every semester we partner with companies to tackle unique machine learning challenges, and also host events with Berkeley’s wider CS/ML community.
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An experienced team ships real work over a semester and you get a direct hiring pipeline. We deliver customized solutions with structured milestones and thorough documentation.

Dinners, talks and recruiting events with Berkeley's CS and ML community, with every piece of the logistics handled by us. We can fill a room with up to three hundred students, or keep it to a private networking session with our members.
Resume books and custom sponsorships are available alongside any of these.
Through industry partnerships our teams tackle meaningful machine learning challenges with experienced project leaders and members. We deliver customized solutions designed to fit your company's unique technical needs.
Enabling and optimizing fine-tuning on Trainium chips
Trained a foundation model for cybersecurity
Developed a harness for Copilot code completion

Designing and training CV models for a novel image sensor

Develop an NLP model for a legal billing software company to answer client questions

Extract from black-boxed models and adversarially attack various architectures using replicated models.

Use different unsupervised/clustering models to detect anomalies in high-dimensional sensor data.

Artificially stain various cellular samples using cutting edge style transfer techniques.

Experiment on multi-agent reinforcement learning for playing the popular sport, soccer.

Apply Computer Vision techniques to improve tiny object detection on measuring roof debris and damage.

Post-workout image generation using generative adversarial networks.
Predicting driver behavior to improve rider experience in autonomous vehicles using kinematics and LSTMs.
We are grateful for our sponsors who make our work possible! Sponsors get special recruiting access and Berkeley ML exposure, ranging from features on our recruiting materials to invite-only dinners. We're flexible on how sponsorship packages are scoped based on your needs.
Ask for the sponsorship guide