Role & responsibilities

We are looking for a skilled and passionate Senior AI/ML Developer to join our growing team. You will lead the design and development of intelligent AI systems, agentic applications, and production-grade ML pipelines turning real-world business challenges into scalable AI-powered solutions.

Key Responsibilities

- Design, build, and deploy AI Agents and Agentic workflows using frameworks like LangChain, LangGraph, AutoGen, or CrewAI
- Develop end-to-end Generative AI applications tailored to specific business use cases (RAG pipelines, chatbots, document intelligence, etc.)
- Perform LLM fine-tuning and training using techniques such as LoRA, QLoRA, RLHF, and instruction tuning on models like LLaMA, Mistral, or Gemma
- Build, train, evaluate, and deploy classical and deep learning ML models for classification, regression, NLP, and computer vision tasks
- Integrate LLMs with external tools, APIs, vector databases (Pinecone, Weaviate, ChromaDB), and memory systems
- Optimize model performance, latency, and cost for production environments
- Collaborate with product and engineering teams to translate requirements into AI solutions
- Stay current with the latest research and apply relevant advancements to ongoing projects





Required Skills & Qualifications

- 5+ years of hands-on experience in AI/ML development
- Strong proficiency in Python and ML libraries (PyTorch, TensorFlow, Scikit-learn, Hugging Face Transformers)
- Proven experience building and deploying LLM-based applications and AI Agents
- Hands-on experience with prompt engineering, few-shot learning, and RAG architectures
- Experience with cloud platforms (AWS, GCP, or Azure) for model training and deployment
- Familiarity with MLOps tools (MLflow, DVC, Weights & Biases) and CI/CD pipelines
- Strong understanding of vector embeddings, semantic search, and knowledge graphs
- Experience with containerization (Docker, Kubernetes) for model serving

Good to Have

- Contributions to open-source AI/ML projects
- Experience with multimodal models (vision + language)
- Knowledge of edge deployment and model quantization
- Familiarity with monitoring and observability tools for AI systems (LangSmith, Arize, etc.)

What We Offer

- Opportunity to work on cutting-edge AI projects
- Team-oriented and innovation-driven work culture
- Competitive compensation and growth opportunities

Preferred candidate profile

📌 Senior AI/ML Developer (Karur)
🏢 Mallow Technologies
📍 Karur