Develop and optimize AI and generative AI applications using Python, large language models, machine learning, NLP, TensorFlow, and PyTorch. Build APIs, backend services, semantic search systems, and vector database integrations. Fine-tune models, monitor production performance, and collaborate with data scientists, engineers, and product teams to deliver scalable AI features. Document models and workflows while applying prompt engineering, embeddings, and MLOps practices.
Job Summary
We are seeking a talented Python AI / Generative AI
Developer with 6+ years of experience in designing and developing
AI-driven applications. The ideal candidate will have strong expertise in machine
learning, natural language processing, and generative AI, with hands-on experience building intelligent systems in Python.
The role involves developing AI-powered solutions,
implementing generative AI models, integrating AI services into applications,
and collaborating with cross-functional teams to deliver scalable and
innovative AI solutions.
Key Responsibilities
- Design
and develop AI and Generative AI solutions using Python.
- Build
and integrate applications leveraging Large Language Models.
- Develop
and optimize machine learning models using frameworks such as TensorFlow and PyTorch.
- Implement Natural Language Processing (NLP) techniques for intelligent
text-based applications.
- Develop
APIs and backend services to integrate AI capabilities into enterprise
applications.
- Work
with vector databases and embeddings for building semantic search and
AI-powered systems.
- Fine-tune
and optimize generative AI models for performance and accuracy.
- Collaborate
with data scientists, engineers, and product teams to design AI-driven
features.
- Monitor,
evaluate, and improve AI model performance in production environments.
- Document
AI models, workflows, and implementation strategies.
Required Skills & Qualifications
- 6 years of experience in AI/ML development using Python.
- Strong
understanding of Machine Learning and Natural Language
Processing.
- Hands-on
experience working with Large Language Models and Generative AI
frameworks.
- Experience
using AI/ML frameworks such as TensorFlow or PyTorch.
- Experience
building AI-driven APIs and backend services.
- Proficiency
in data processing libraries such as Pandas and NumPy.
- Understanding
of prompt engineering, model fine-tuning, and AI workflow optimization.
- Experience
working with REST APIs and cloud-based AI services.
Preferred Qualifications
- Experience
with AI frameworks such as LangChain or LlamaIndex.
- Exposure
to cloud platforms like Amazon Web Services, Microsoft Azure,
or Google Cloud Platform.
- Experience
with vector databases such as Pinecone or Weaviate.
- Familiarity
with MLOps practices for model deployment and monitoring.
- Experience
working in Agile development environments.
Key Competencies
- AI
and Generative AI development
- Machine
learning model development and optimization
- NLP
and LLM integration
- API
development and system integration
- Analytical
thinking and problem-solving
Kumaran Systems Tamil Nādu, IND Office
SIPCOT IT Park, Plot No.28/A-41, III Main Road, 6th Cross, , , Tamilnadu , India, 603 103,
Kumaran Systems Chennai, Tamil Nadu, IND Office
III Main Road, 6th Cross,SIPCOT IT Park, Siruseri, ,, Chennai, India, 603103
Kumaran Systems Chennai, Tamil Nadu, IND Office
8th Floor (Level 9), “ALTIUS C” Block, Olympia Technology park, SIDCO industrial Estate, Guindy, – , Chennai, India, 600032
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