Open to opportunities

Sukanya Roy

@sukanyaroy1

Backend/Full-Stack Developer skilled in REST APIs, Node.js, AWS & MySQL/MongoDB, with hands-on Generative AI and SDLC/Agile experience.

India

Message

What I'm looking for

I'm seeking backend, full-stack, or generative AI work where I can build scalable production applications, deploy on AWS, and contribute through Agile, sprint-based delivery.

At SOULAI, I develop tailored LLMs and production-grade generative AI solutions for enterprise clients, using curated datasets and RLHF to improve output quality and consistency.

I've built and deployed full-stack applications with Python, Node.js, Express, MySQL, MongoDB, and AWS, including real-time chat, expense tracking, job tracking, and banking-assistant projects. My work has reduced API response time by 30%, vulnerabilities by 40%, and database query time by 25%.

Experience

Work history, roles, and key accomplishments

Current

Software Developer

Current

SOULAI

Apr 2024 - Present (2 years 5 months)

Develop tailored LLMs for enterprise use cases, ensuring technical accuracy and ethical alignment; curate hyper-specific datasets for fine-tuning. Apply RLHF to enhance model output quality and consistency; design and deploy scalable, production-grade Generative AI solutions for enterprise clients.

Python LLM RLHF Fine Tuning Generative AI NLP Streamlit AWS

Education

Degrees, certifications, and relevant coursework

Guru Nanak Institute of Technology

Bachelor of Technology, Electronics and Communication Engineering

2019 - 2023

Pursued a Bachelor of Technology in Electronics and Communication Engineering, gaining a strong foundation in engineering principles and technical skills.