Job Description
Experience: 8 to 14 Years
Location: Bangalore, Pune
Immediate joiners
Job Details
Roles & Responsibilities
- Architect end-to-end ML systems covering data ingestion, feature engineering, model training, deployment, and monitoring.
- Design scalable ML pipelines for classical ML, deep learning, and GenAI workloads including LLMs, RAG, embeddings, and semantic search.
- Select optimal algorithms, frameworks, and cloud platforms to address complex business and technical challenges.
- Implement model optimization strategies such as quantization, pruning, distillation, and LoRA/QLoRA fine-tuning.
- Build LLM-powered solutions using prompt engineering, knowledge grounding, agents, and retrieval-augmented generation.
- Work with top LLMs (GPT-4/5, Llama 3/3.5, Qwen, Claude, Gemini) and integrate vector DBs like Pinecone, Weaviate, Chroma, Milvus.
- Evaluate and improve LLM and ML model performan...