13 Aug
|
IndiHire Consultants
|
Bengaluru
13 Aug
IndiHire Consultants
Bengaluru
Role & responsibilities
- Design, develop, and deploy end-to-end AI/ML solutions to solve complex business problems.
- Build, train, evaluate, and optimize Machine Learning and Deep Learning models for production use cases.
- Develop Computer Vision applications including image classification, object detection, segmentation, and OCR solutions.
- Design and implement Natural Language Processing (NLP) solutions for text classification, information extraction, sentiment analysis, summarization, and conversational AI.
- Build forecasting and predictive analytics models using statistical and machine learning techniques.
- Develop and deploy Generative AI applications using Large Language Models (LLMs) for enterprise use cases.
- Design and implement Retrieval-Augmented Generation (RAG) pipelines to enable accurate and context-aware AI responses.
- Develop AI agents and multi-agent workflows using Agentic AI frameworks.
- Build LLM-powered applications using LangChain, Hugging Face Transformers, vector databases, and embedding models.
- Fine-tune open-source and foundation LLMs using parameter-productive techniques such as LoRA, QLoRA, and supervised fine-tuning (SFT).
- Implement prompt engineering, prompt optimization, and evaluation frameworks to improve LLM performance.
- Integrate AI solutions with REST APIs, enterprise applications, and third-party services.
- Deploy, monitor, and scale AI/ML models on AWS and GCP using cloud-native services and MLOps best practices.
- Build scalable ML pipelines for data preprocessing, model training, inference, and continuous deployment.
- Optimize model performance, inference latency, and infrastructure costs for production environments.
- Collaborate with data engineers, software developers, product managers, and business stakeholders to deliver AI-driven solutions.
- Ensure model governance, security, responsible AI practices, and compliance with organizational standards.
- Stay current with advancements in Machine Learning, Gen
📌 Ai Ml Engineer (Bengaluru)
🏢 IndiHire Consultants
📍 Bengaluru