Open to opportunities

Babrit Behera

@babritbehera

Generative AI Engineer building LLM applications across five providers and multi-agent systems for business workflow automation.

India

Message

I fine-tuned Qwen3-14B with QLoRA, SFT, and DPO, then added guardrails and benchmarking and served it through a FastAPI gateway. As an Independent Generative AI Developer & Consultant, I also designed a seven-role multi-agent system to automate business workflows.

At Sonata Softwares, I developed machine learning and deep learning solutions, including NLP chatbots, object detection, and image captioning. I also built ETL pipelines and deployed models to AWS, Azure, and GCP, and delivered corporate training in machine learning, deep learning, and Python development.

Experience

Work history, roles, and key accomplishments

Current

Independent Generative AI Developer

Current

Self Employed

Jul 2026 - Present (3 months)

Design, build and deploy LLM-powered applications and agentic automation systems end to end, from model selection and fine-tuning to API serving and containerized deployment.

LLM QLoRA SFT DPO UnSloth Docker Docker Compose OpenAI Anthropic Gemini Deep Seek OpenRouter Multi Agent Systems Agentic Workflows fastAPI

Machine Learning Engineer / Data Scientist

Sonata Softwares

Sep 2025 - Mar 2026 (6 months)

Designed and trained neural networks in TensorFlow, Keras and PyTorch for internal projects including image captioning and transfer learning. Built NLP solutions for topic modeling and sentiment analysis with PySpark, and developed chatbots using Rasa NLU, BERT and XLNet.

TensorFlow Keras PyTorch PySpark Rasa BERT XLNet YOLO Tesseract OCR Airflow Docker Kubernetes Jenkins Gitlab AWS Azure GCP Heroku Linear Regression Decision Trees Naïve Bayes Bagging Boosting A B Testing

Education

Degrees, certifications, and relevant coursework

Regional College of Management

Master of Computer Applications, Computer Applications

Grade: 8.8/10

Master of Computer Applications (MCA) degree from Regional College of Management, Bhubaneswar, affiliated with Biju Patnaik University of Technology, Odisha, with a CGPA of 8.8/10.