Taffi

Role Description We are looking for an expert in machine learning to help us extract value from our data. You will lead all the processes from data collection, cleaning, and preprocessing, to training models and deploying them to production. The ideal candidate will be passionate about artificial intelligence and stay up-to-date with the latest developments in the field. If you have a knack for shipping high-quality, extremely impactful products, we need you on our team. - Understand business objectives and develop models that help to achieve them, along with metrics to track their progress. - Manage available resources such as hardware, data, and personnel to ensure timely delivery. - Research & Analyze the ML algorithms that could be used to solve a given problem and rank them by their success probability. - Explore, visualize, and identify differences in data distribution that could affect performance when deploying the model in the real world. - Verify data quality, and/or ensure it via data cleaning. - Supervise the data acquisition process. - Find available datasets online that could be used for training. - Define validation strategies. - Define the preprocessing or feature engineering to be done on a given dataset. - Define data augmentation pipelines. - Train models and tune their performance. - Analyze the errors of the model and design strategies to overcome them. - Deploy models to production. Qualifications - Strong problem-solving skills. - 7+ years of demonstrated history of machine learning design and end-to-end deployment. - Proven experience with building recommendation engines is a big plus. - Proficiency with a deep learning framework such as TensorFlow. - Proficiency with Python and basic libraries for machine learning such as scikit-learn and pandas. - Expertise in visualizing and manipulating big datasets. - Proficiency with LLMs like ChatGPT. - Proficiency with OpenCV. - Proficiency with LangChain, PineCone. - Ability to select hardware to run an ML model with the required latency. - Familiarity with Firebase and Google Cloud. - Strong communication skills (written and verbal). - Analytical and data-driven to separate signal from the noise. - You must be a world-class individual contributor to thrive at Taffi. Culture at Taffi We’re highly energetic, insanely hardworking individuals who are extremely happy about the work we do. We’re diverse & distributed. We work remotely across 5 time zones, and our team is a game changer. We move fast but also find time to laugh and get to know more about each other's cultures and backgrounds. We believe in individual freedom, and with freedom comes great responsibility as we don’t like to involve or manage your work. Most of us wear multiple hats, sometimes even taking up responsibilities that are not in our role which needs an individual to be super curious and pretty open about the work responsibility.

Role Description We are looking for a seasoned full-stack engineer to build out and manage our entire web infrastructure. Our project entails implementing our pre-approved UI, constructing our API, connecting the two, and setting up our server infrastructure. This includes all associated areas such as database and architecture design. - Design and implementation of the overall web architecture - Pixel-perfect implementation of our approved user interface - Design and deployment of our database - Ensuring the entire stack is designed and built for speed and scalability - Design and construction of our GraphQL APIs - Integrating our front-end UI with the constructed APIs - Design and implementation of continuous integration and deployment Qualifications - Strong problem-solving skills - 7+ years of demonstrated history of shipping scalable applications - Proven experience with e-Commerce infrastructure development is a big plus - Strong proficiency in HTML, CSS, and Typescript/JavaScript - Database design and management of both NoSQL and SQL databases - Server management and deployment for the relevant environment - Proven experience with GraphQL API development - Strong expertise in ReactJS and Express - Thorough understanding of user experience and possibly even product strategy - Experience implementing testing platforms and unit tests - Proficiency with Git - Familiarity with Google Cloud Culture at Taffi We’re highly energetic, insanely hardworking individuals who are extremely happy about the work we do. We’re diverse & distributed. We work remotely across 5 time zones, and our team is a game changer. We move fast but also find time to laugh and get to know more about each other's cultures and backgrounds. We believe in individual freedom, and with freedom comes great responsibility. Most of us wear multiple hats, sometimes even taking up responsibilities that are not in our role which needs an individual to be super curious and pretty open about the work responsibility.