22 Aug
|
ALOIS Solutions
|
Bengaluru
22 Aug
ALOIS Solutions
Bengaluru
Only Immediate Joiner
Work Location: Bangalore, Chennai, Ahmadabad, Mumbai, Pune, Hyderabad, and Coimbatore
Work Mode: Hybrid (3 Days work from office is mandate)
Roles & Responsibilities
- Architect and lead the development of multi-agent AI systems using frameworks such as LangGraph, CrewAI, and AutoGen enabling autonomous reasoning, tool use, inter-agent coordination, and adaptive decision-making at enterprise scale.
- Design and operationalize multimodal generative AI pipelines that unify text, image, tabular, and graph data using transformer-based architectures (BERT, CLIP, LLaVA, T5, Whisper, GPT-4o, Gemini) for rich, cross-modal intelligence.
- Build production-grade RAG and Graph-RAG systems integrating vector databases (Pinecone, pgvector, OpenSearch) and knowledge graphs (Neo4j, AWS Neptune) for semantic retrieval, entity-aware reasoning, and grounded generation.
- Lead LLM fine-tuning, prompt engineering, and model alignment strategies including RLHF, PEFT, LoRA, and instruction tuning — to adapt foundation models for specialized enterprise use cases.
- Establish robust LLMOps and MLOps pipelines on Databricks (AWS) using MLflow, feature stores, prompt evaluation frameworks, model lineage tracking, and continuous retraining workflows to ensure reliable AI delivery.
- Develop high-performance Python backend services for LLM inference orchestration, async job handling, streaming responses, and distributed data workflows supporting high-throughput Gen AI operations.
- Engineer state, memory, and context management subsystems that enable agents to reason temporally, maintain session continuity, manage long-context windows, and coordinate across tools and modalities.
- Implement Responsible AI and AI governance practices — including bias detection, hallucination mitigation, explainability dashboards, output safety guardrails, and compliance with data ethics standards — ensuring transparency and fairness of deployed models.
- Apply traditional ML and statist
📌 Ai Ml Engineer (Bengaluru)
🏢 ALOIS Solutions
📍 Bengaluru