LTM Hiring AI Technical Architect @10th Oct 2026 Walkin !!
AIML GenAI Architect
Key Responsibilities
GenAI Agentic AI Strategy
Select and optimize opensource LLMs Llama 3 Mistral Falcon BLOOM for local deployment lead finetuning using PEFTLoRAQLoRA and full finetuning strategies
Architect LLM distillation pipelines to create smaller domainspecific models for inference efficiency
Design and govern RAG pipelines standard RAG Graph RAG Hybrid RAG for chatbots grievance redressal helpdesk automation and document summarization
Build reusable AI Agent frameworks task agents reasoning agents retrieval agents workflow managers using LangGraph and AutoGen
Architect multiagent orchestration systems with supervisorworker patterns tooluse agents and selfreflection loops
Classical ML Advanced Analytics
Design ML pipelines for calibration models ensemble models stacking blending boosting upliftcausal ML models and simulation models
Establish XAI Explainable AI frameworks using SHAP LIME Integrated Gradients define interpretability standards for regulatory compliance
LLM Evaluation Quality Frameworks
Create accuracy and evaluation frameworks for summarization ROUGE BERTScore LLMasjudge extraction classification and conversational AI
Implement hallucination detection factuality scoring and bias evaluation frameworks using LangKit GuardrailsAI and custom evaluators
Define LLM evaluation benchmarks aligned to use cases establish continuous evaluation pipelines triggered post finetuning
Govern prompt engineering standards fewshot template libraries and chainofthought reasoning frameworks