Open to opportunities

Ayush Singh

@ayushsingh22

Message

I build AI systems for research, NLP, and machine learning workflows.

India

Message

What I'm looking for

I'm seeking an entry-level AI/ML Engineer, Machine Learning Engineer, or Generative AI role where I can develop, evaluate, deploy, and improve practical machine learning, NLP, RAG, and agentic AI applications.

I've built AI applications spanning multi-agent research automation, phishing detection, and transformer-based text summarization.

In my Multi-Agent Research System project, I developed specialized LangGraph agents for resource discovery, solution generation, research-paper creation, and plagiarism checking. I integrated LiteLLM, Google GenAI, arXiv, FastAPI, Pydantic, and human approval workflows.

I've also built an end-to-end phishing detection pipeline with data ingestion, schema validation, KNN imputation, drift testing, model training, and hyperparameter search across five classification models.

I'm pursuing a B.Tech in Artificial Intelligence and Data Science and am seeking an entry-level AI/ML, machine learning, or generative AI role where I can build and deploy practical AI systems.

Experience

Work history, roles, and key accomplishments

Current

AI/ML Engineer

Current

GL Bajaj Institute of Technology & Management

Jan 2023 - Present (3 years 7 months)

B.Tech student specializing in AI and Data Science with hands-on experience in machine learning, NLP, RAG, generative AI, and agentic AI applications. Developed multi-agent research systems and end-to-end ML pipelines.