Avan Kumar J
@avankumarj
I build NLP models and multi-agent AI systems that improve real-world user experiences.
IndiaWhat I'm looking for
I fine-tuned BERT for contextual targeting across 5,000+ web-page abstracts, reaching an 89% F1-score, and built an ad-click prediction model that achieved 0.82 AUC.
At InterCube, I co-built and shipped a seven-agent LangChain/LangGraph chatbot for a client website. I also use Python, SQL, Streamlit, FastAPI, and scalable async workflows to turn AI ideas into interactive products.
Experience
Work history, roles, and key accomplishments
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%.
Associate AI Operator
InterCube Private Limited
Mar 2025 - Apr 2026 (1 year 1 month)
Co-built a 7-agent conversational AI pipeline using LangChain/LangGraph, deployed as a live chatbot on a client's website. Designed orchestrator routing logic and contributed to the downstream agent chain for aggregated client responses.
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
Pursued a Bachelor of Engineering in Artificial Intelligence and Machine Learning, achieving a CGPA of 7.62.
St. Claret Pre-University College
Class XII, Computer Science
2019 - 2021
Grade: 90%
Completed Class XII in Computer Science (PCMC, State Board) with 90%.
EdX
Statistical Learning with Python, Statistical Learning
Completed the Statistical Learning with Python certification.
DeepLearning.AI
Neural Networks and Deep Learning, Deep Learning
Completed the Neural Networks and Deep Learning certification.
Availability
Location
IndiaAuthorized to work in
Portfolio
github.com/avankumarjSalary expectations
Social media
Skills
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