Position Description
Design and develop AI/ML solutions based on ML algorithms, LLMs, and Generative AI.
• Conduct experiments and run machine learning tests, train models based on requirements.
• Select appropriate datasets and data representation methods.
• Perform analysis and fine tuning using test results.
• Solve complex problems with multi layered datasets.
• Develop ML algorithms to analyze huge volumes of historical data.
• Design documentation and development with a strong aptitude for learning new technologies.
• Client interaction.
• Develop interfaces and perform unit testing, compile & package the application for production release.
• Participate in Release Management and Configuration activities.
• Attending Daily scrum and follow Agile process.
Required Qualifications To Be Successful In This Role
Must Have:
• Robust programming skills in languages such as Python, Java, Angular/React and machine learning frameworks such as TensorFlow, Keras, or PyTorch.
• Experienced to use Langchain and Vector databases to build AI applications based on LLMs from various providers including OpenAI & Google Gemini.
Ability to fine tune different types of models, with an understanding of PEFT, LORA and model quantization.
• Should have strong knowledge on packaging the application in source control tools like GIT/Gitlab/SVN.
Good to Have:
• Knowledge of deep learning, NLP, NLG, NLU and Computer Vision
• Ability to write tailorable prompts to meet specific requirements with prompt engineering.
• Knowledge of constructing chain link components for advanced usage. Experience with chaining LLMs, agents, and utils via LangChain
• Good communication and collaborative skills ability to effectively communicate with team members and stakeholders.
Your future duties and responsibilities
Required Qualifications To Be Successful In This Role
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📌 AI grads (Bengaluru)
🏢 CGI
📍 Bengaluru