Your Role and Responsibilities- Data Preprocessing: Clean, preprocess, and curate large datasets to ensure high-quality data for training and validation of AI models.
- Model Training and Evaluation: Train and fine-tune AI models using appropriate techniques and frameworks. Evaluate model performance using relevant metrics and iterate on models to improve their accuracy and efficiency.
- Algorithm Development: Design, implement, and optimize machine learning algorithms and models that solve specific business problems, such as natural language processing, computer vision, recommendation systems, predictive analytics, etc.
- Technology Evaluation: Stay updated with emerging AI technologies, tools, and frameworks, and evaluate their suitability for solving specific business challenges.
- Collaboration: Work closely with cross-functional teams, including data engineers, software developers, product managers, and domain experts, to align AI solutions with overall product development.
Required Technical and Professional Expertise
- Must have 5-6 years of experience in developing enterprise applications in AI and DataScience Domain.
- Must have minimum 1.5 years of experience in developing solutions using GenAI and related Frameworks.
- Very Strong in using Python and related technologies with 2+ years a focus on AIOps, DataOps, MLOps.
- Deep understanding of AI Models architecture and working principle.
- Deep understanding of the Machine Learning Algorithms
- Knowledge on Trending LLM’s and related Multi Modal Architecture
- Knowledge on Fine Tuning LLM’s to a specific use case and model serving.
- Hands on Experience on Prompt Engineering and its concepts.
- Hands on experience in EDA, Data Preprocessing, Post Processing, Synthetic data generation concepts.
Preferred Technical and Professional Expertise
- Experience designing, building, and maintaining AI solutions in Cloud, Standalone systems.
- Experience in Data Annotation and other data processing techniques.
- Experience in developing, deploying in Cloud base Platforms.