Gen AI Lead

Job Description

Mandatory skills : Gen AI, LLM, ML/DL/NLP, RAG, Lang chain, Mistral, Llama, Hugging Face, Python, Tensorflow, Pytorch, Django, Vector DB, 

Perf skills : GCP/Azure/AWS, Databricks, MLOps (tools like Kubeflow/ Mlflow) , Kubernetes, GitHub/Bitbucket, ADO, GPT-4

Role Purpose
•    Strong understanding of machine learning and deep learning principles and algorithms.
•    Experience in developing and implementing generative AI models and algorithms.
•    Proficiency in programming languages such as Python, TensorFlow, and PyTorch.
•    Ability to work with large datasets and knowledge of data preprocessing techniques.
•    Familiarity with natural language processing (NLP) and computer vision for generative AI applications.
•    Experience in building and deploying generative AI systems in real-world applications.
•    Utilize advanced machine learning techniques to develop and train generative AI models.
•    Collaborate with cross-functional teams to groom and preprocess large datasets for model training.
•    Research and implement cutting-edge algorithms and architectures for generative AI applications.
•    Optimize model performance and scalability for real-time inference and deployment.
Stay current with industry trends and advancements in generative AI technology to drive innovation.
•    Experiment with different hyperparameters and model configurations to improve generative AI model quality.
•    Establish scalable, efficient, automated processes for data analyses, model development, validation and implementation,
•    Choose suitable DL algorithms, software, hardware and suggest integration methods. 
•    Ensure AI ML solutions are developed, and validations are performed in accordance with Responsible AI guidelines & Standards
•    To closely monitor the Model Performance and ensure Model Improvements are done post Project Delivery
•    Provide technical expertise and guidance to support the integration of generative AI solutions into various products and services.
•    Coach and mentor our team as we build scalable machine learning solutions
•    Strong communication skills and an easy-going attitude
•    Oversee development and implementation of assigned programs and guide teammates
•    Carry out testing procedures to ensure systems are running smoothly
•    Ensure that systems satisfy quality standards and procedures
•    Build and manage strong relationships with stakeholders and various teams internally and externally,
•    Provide direction and structure to assigned projects activities, establishing clear, precise goals, objectives and timeframes, run Project Governance calls with senior Stakeholders
•    Strong problem-solving and critical thinking skills for complex AI problems.
•    Excellent communication and teamwork abilities to collaborate with cross-functional teams.
•    Proven track record of delivering innovative solutions using generative AI technologies.
•    Ability to stay updated with the latest advancements in generative AI and adapt to new techniques and methodologies.