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
Skills Required
- 6+ years of experience in AI and machine learning development using Python
- Strong understanding of machine learning and natural language processing
- Hands-on experience with large language models and generative AI frameworks
- Experience using TensorFlow or PyTorch
- Experience building AI-driven APIs and backend services
- Proficiency with Pandas and NumPy
- Understanding of prompt engineering, model fine-tuning, and AI workflow optimization
- Experience with REST APIs and cloud-based AI services
- Experience with LangChain or LlamaIndex
- Exposure to Amazon Web Services, Microsoft Azure, or Google Cloud Platform
- Experience with Pinecone or Weaviate vector databases
- Familiarity with MLOps practices for model deployment and monitoring
- Experience working in Agile development environments
What We Do
Kumaran Systems is an IT Services Company with imprints in three countries. The past two decades has seen us provide our global clientele with high-end IT services that include migration support, system integration and infrastructure management solutions, providing one-stop-solution to all your IT demands. Our expertise and in-depth knowledge of businesses help us cater to a variety of industries. Our team strives to know your industry better, by observing current trends and the way it works, to tailor-make our solutions to your needs.With over 20 years of customer orientation, over 2000 engagements across Telecom, Education and Banking & Financial services spread across the globe, Kumaran stands as a key advisor to some of the largest Fortune 500 companies in their business driven technology enablement drive. Kumaran System's Customer Orientation is driven by a global delivery business model giving its customers to choose between an Onshore-Offshore mix. The delivery models enable multilevel touch points between the client, partner networks and Kumaran thereby enabling business driven customer sensitivity and agility. ENGAGE, EMERGE AND EXCEL Involving ourselves in a purposeful action, using our abilities to its maximum, helps us feel positive about ourselves. Such positivity gives raise to positive thinking and positive ideas. Ideas evolve into vision and set our aim! Our aspirations engage us with the incentive of sweet success! Every endeavor has its own pitfalls. Perseverance helps us emerge a successful entrepreneur after any deterrent. In our attempt to achieve our aim, we keep upgrading our knowledge and skill, to surface successful! A genius mind does not work to excel, but excels in work! We challenge ourselves with every next step! We change every deterrent to a stepping stone to success. We essentially, engage, emerge and excel
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