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AI/ML Lead
3 months ago
#LI-AS3
Technical/Functional Skills :
•Entity Recognition
•Text Classification
•Topic Modelling
Roles & Responsibilities:
Traditional AI
•4+ Years experience in implementing ML solutions in the area of Time Series Modelling, Natural Language Processing, Computer Vision etc.
•Understanding of different supervised and unsupervised learning algorithms - Random Forest, Boosted Trees, Linear Regression, SVM etc.
•NLP Techniques
•Entity Recognition
•Text Classification
•Topic Modelling
•Time Series Modelling
•Anomaly Detection
•Forecasting
•Good Problem Solving abilities and and proficiency in Statistical Concepts
•Problem Solving and Statistical Concepts
•Good understanding of MLOps Architectures and Components
•Concepts of Data Engineering and Data Management including Data Lake architectures
•Log Management in Splunk
Generative AI
•Understanding of Generative AI and GPTs
•Good Understanding of LLM concepts (RAG, Prompting, Few Shot Prompting,SFT etc.)
•Experience in designing and building RAG Implementations
•Exposure evaluating Open source LLM Models
•Experience implementing solutions leveraging LLMs
ML Frameworks
Scikit Learn,Pytorch/tensorflow/Keras/RASA/LangChain
Cloud/DevOps
Git,CI/CD/Docker/Kubernetes
AWS/GCP
Programming Language - Python