Sr Software Engineer - Bangalore
On-site · Bengaluru, Karnataka, India
Job Summary
Senior AI & ML Platform Engineer to design, prototype, and deploy AI-powered platforms that leverage LLMs, agents, APIs, and ML models for classification, prediction, and optimization. Build and integrate agentic AI workflows using LangChain or similar frameworks; develop APIs and backend services to support LLM/ML-driven platforms; train and optimize lightweight scalable models; work with LLMs (OpenAI, Claude, Gemini) to fine-tune prompts, create retrieval-augmented generation (RAG) systems, and chain multi-step tasks; design and optimize vector search for LLM-driven apps; integrate AI models with external systems (VMS, ERP) using APIs; implement OCR-based document processing pipelines; apply ML techniques for forecasting, fraud detection, and optimization; participate in design discussions, agile sprints; collaborate with senior AI architects and SMEs.
Required Qualifications
- Experience in Python for ML/AI development
- Experience with ML frameworks (TensorFlow, PyTorch, scikit-learn)
- Knowledge of NLP tasks (extraction, classification, summarization)
- Experience building RAG workflows with vector databases
- API development experience (FastAPI, Flask)
- Familiarity with prompt engineering and agent orchestration
- Ability to build scalable ML models for classification/forecasting/anomaly detection
- Experience integrating ML solutions with cloud services (AWS, Azure, GCP)
- Knowledge of OCR tools for document processing
- Exposure to multi-agent architectures and reinforcement learning a plus
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