Professional Overview
I’m Aman Singh, an AI/ML Engineer with 4+ years of experience in Machine Learning, Generative AI, LLMs, RAG pipelines, and MLOps. Currently, I’m working with HTC Global Services, where I build production-grade AI solutions using technologies like LangChain, Azure OpenAI, GPT-4o, Pinecone, FastAPI, Docker, and MLflow.
Areas of Expertise
data science & analytics
Extract business insights from raw data using statistical modelling, predictive analytics, A/B testing, and interactive dashboards.
AI & Machine Learning Engineers
Design, train, and ship production ML models — from data pipelines to model inference at scale. Covers supervised learning, neural networks, LLM integration, and model optimisation.
Automation & AI Workflows
Build intelligent automation pipelines, integrate AI APIs into existing tools, and replace manual workflows with agentic AI systems.