PureCode AI - Hyderabad, India - PURECODE SOFTWARE R&D INDIA PRIVATE LIMITED

Description

PureCode is a front-end developer tool where engineers can use text to describe and generate or customize software user interfaces - (and soon entire projects).

Our goal is to build a must use developer tool for front-end engineers to build web software 100x faster We are headquartered in Austin, TX, USA with engineering offices in Hyderabad, India.

• Designing and implementing advanced stateoftheart AI models, specializing in LLMs, VLMs and MLLMs.
• Develop ML models, fine tune and work with stakeholders in finalising champion models. Perform scientific evaluation of NLP/LLM models, come up with new techniques for model validation, evaluation, trust and safety.
• Understand how customer business needs are mapped to AI/ML problem and solution involving Algorithms/Models.
• Support the process of Translating business problems into ML problems and create ML solutions to produce desired customer business outcomes.
• Develop MLOps (Machine Learning Operations) workflows for data preparation, deployment, monitoring and retraining. Create and own cloud native API to deploy ML Models
• Craft data warehousing strategy alongwith instrumenting ETL pipelines for maintaining quality data to be used for Model Training.
• Design and implement A/B experiments user segmentation, user classification, and tooling to support A/B experiments.

• 3+ years of working experience developing, deploying, tracking and orchestrating scalable ML/AI solutions.
• Familiarity with cloud platforms and services such as AWS, Azure, or GCP for deploying and scaling AI solutions.
• Knowledge of basic ML stack
• Pytorch, tensorflow, sklearn, numpy, pandas, etc.
• Familiarity with experiment tracking tools like Weights & Biases, TensorBoard, or ClearML.
• Hands on experience with MLOps tools like Mlflow, CometML, Docker, etc.
• Hand on experience with workflow orchestration tools like Airflow, Prefect, or Databricks, etc.
• Knowledge of API frameworks Django, Flask etc.
• Knowledge of web development tools is a plus.
• Knowledge of LLMops, langchain framework is a plus