02 Sep
|
Kumaran Systems
|
Chennai
02 Sep
Kumaran Systems
Chennai
Role Summary
Seeking a Python/AI Developer with 3+ years of hands-on experience to build data-driven applications, RESTful APIs, and ML/LLM solutions. The role combines strong Python engineering (Pandas/NumPy, SQL, Flask) with practical experience in ML frameworks (e.g., PyTorch) and GenAI/LLM tooling (GPT, Llama2, Gemini). You will design, implement, and deploy robust, scalable services and models, collaborating with cross-functional teams to deliver production-grade AI features.
Responsibilities
- Design and develop robust Python services and RESTful APIs using Flask.
- Build data processing pipelines and analytics workflows using Pandas and NumPy.
- Implement, train, and optimize ML models (preferably with PyTorch); integrate models into production.
- Apply GenAI/LLM techniques (GPT, Llama2, Gemini, etc.) for real-world use cases; evaluate outputs and iterate.
- Write efficient SQL for Oracle/MySQL/PostgreSQL; optimize queries and schemas for performance.
- Ensure code quality with testing (e.g., pytest), logging, and CI-friendly structures.
- Collaborate with product/data teams to translate requirements into scalable solutions.
Must-Have Skills
- Solid Python programming and scripting fundamentals.
- Data manipulation with Pandas and numerical computing with NumPy.
- SQL proficiency with at least one RDBMS: Oracle, MySQL, or PostgreSQL.
- REST API design and development experience with Flask.
- Practical experience with ML libraries, preferably PyTorch.
- Hands-on work with GenAI/LLMs (e.g., GPT, Llama2, Gemini), including prompt engineering and integration.
📌 Python AI Developer (Chennai)
🏢 Kumaran Systems
📍 Chennai