Open to opportunities

Soumya Kar

@soumyakar

Message

I build production AI/ML pipelines, LLM applications, and predictive models that improve business decisions.

India

Message

What I'm looking for

I'm looking to build and deploy AI/ML solutions that turn raw data into actionable insights, with opportunities to work on LLMs, computer vision, MLOps, cloud scaling, and production automation.

At PriyaQubit Private Limited, I design and deploy scalable AI/ML pipelines on AWS, reducing model inference time by 30% through architecture optimization and GPU scaling.

I automate LLM training and deployment with Docker, MLflow, and Jenkins CI/CD, and build real-time fault detection systems using LSTM and XGBoost that achieve 85%+ accuracy. I also developed a RAG system with FAISS and Hugging Face transformers that improved contextual responses by 35%.

I enjoy turning raw data into useful AI-powered automation, from ETL optimization and REST API integration to predictive analytics and model deployment.

My projects include a real-time facial enhancement application using MediaPipe, Delaunay triangulation, and OpenCV; an AI content moderation pipeline for images, PDFs, and videos; GPT-2 fine-tuning; loan default prediction; and HR attrition analytics. I also publish ML mini-projects on GitHub and have completed 20+ Kaggle notebooks focused on NLP and tabular model tuning.

Experience

Work history, roles, and key accomplishments

Current

Data Analyst

Current

PriyaQubit Private Limited

Jul 2024 - Present (2 years 2 months)

Designed and deployed scalable AI/ML pipelines, improving model inference time by 30% through architecture optimization and GPU scaling on AWS. Automated LLM training and deployment using MLOps workflows and developed real-time fault detection systems achieving 85%+ accuracy.