Looking for a job

Avan Kumar J

@avankumarj

AI/ML Engineer building multi-agent AI systems, LLM applications, and NLP solutions using Python, LangGraph, LangChain, and APIs.

India

Message

What I'm looking for

I'm looking for remote AI/ML roles where I can apply Python, LLMs, NLP, and multi-agent systems to build and evaluate production AI applications, while growing deeper in agentic AI and machine learning engineering.

AI/ML Engineer with 2+ years hands-on experience building multi-agent conversational AI systems and machine learning applications.

At InterCube, I worked on a 7-agent conversational AI system using Python, LangChain, and LangGraph, with an orchestrator routing requests across specialized agents. My work included agent routing, prompt engineering, REST API and database integrations, inter-agent handoffs, testing, debugging, and workflow validation.

I have also built projects involving BERT-based NLP, LLM-powered personalized learning, and predictive modeling. My technical stack includes Python, SQL, PyTorch, scikit-learn, Hugging Face Transformers, LangChain, LangGraph, FastAPI, REST APIs, Streamlit, Git/GitHub, and Docker basics.

I'm interested in remote opportunities across AI/ML Engineering, Generative AI, Agentic AI, LLM evaluation, NLP, and Data/ML roles.

Experience

Work history, roles, and key accomplishments

Associate Support Engineer

Tech Mahindra Limited

May 2026 - Jul 2026 (2 months)

Analyzed customer feedback and ticket logs using SQL and Excel to surface recurring technical issues. Built and maintained a troubleshooting knowledge base that cut average handling time by 18% and reduced repeat tickets by 15%.

SQL Excel Troubleshooting Customer Support Knowledge Management Data Analysis

AI/ML Engineer

InterCube Private Limited

Mar 2025 - Apr 2026 (1 year 1 month)

Developed and deployed a 7-agent conversational AI system using Python, LangChain, and LangGraph. Worked on orchestrator-based routing, prompt engineering, REST API and database integrations, inter-agent handoffs, workflow validation, testing, and debugging. Contributed to workflows including Budget → Procurement → Analytics.

Lang Chain LangGraph Multi Agent Systems Conversational AI Orchestration Python REST APIs Production Deployment

Education

Degrees, certifications, and relevant coursework

Nitte Meenakshi Institute of Technology

Bachelor of Engineering, Artificial Intelligence and Machine Learning

2021 - 2025

Grade: CGPA 7.62

Activities and societies: Executive Member, IEEE Student Branch – NMIT | Participated in organizing technical events, workshops, and student activities during my second year.

Bachelor of Engineering in Artificial Intelligence and Machine Learning. Built projects in multi-agent AI, NLP, deep learning, and machine learning using Python, LangChain, LLMs, PyTorch, and scikit-learn. Developed an AI-powered personalized learning platform as my major project.