Headline

Software Engineer - Re-architecture Initiative | Focused on GenAI, Machine Learning | Exploring Applied AI in Real-World Systems

About

Software Engineer with a focus on backend systems and applied machine learning. I’ve worked on embedding models for medical RAG, and I’m currently building with Python, FastAPI, Flask, MongoDB, and SQL, shipping APIs and experimenting with scalable data workflows. My interests span LLMs, GenAI applications, and system design. I write regularly on Medium to document what I learn and clarify my thinking as I go.

Location

Bengaluru

AI stack

deepseek

hugging face

langchain

openai

Work experience

Junior Software Engineer at Travtech Inc., Jun 2025 - Present · 1 yr, Bengaluru, Karnataka, India, - Advanced a full-stack CV-OCR + LLM data platform, originally prototyped under mentorship, automating cruise content processing and cutting turnaround time by 90%+. - Built a Flask backend with PostgreSQL, RESTful APIs, and Dockerized deployment as a SaaS. - Developed a Next.js UI prototyped in Figma Make, enabling non-technical users to edit, validate, and publish data for the main booking site.

Machine Learning Engineer at Laerdal Bangalore, Sep 2024 - Feb 2025 · 6 mos, Bengaluru, Karnataka, India, Conducted research on embedding models for Medical RAG, optimized API performance, and collaborated with frontend developers for seamless integration. • Conducted research on state-of-the-art embedding models for Medical RAG. • Designed, developed, and maintained RESTful APIs using Flask framework. • Collaborated with teams to analyze evaluation results and improve model performance.

Industrial Training at Intel Corporation, May 2024 - Jul 2024 · 3 mos, Remote

Education

Bachelor of Engineering - BE, Computer Science, Visvesvaraya Technological University

12th pcmb, Science, Vijaya Vittala Vidyashala

Public links

github: https://github.com/deepa-sj