Hello, I’m Ashwija 👋
I build AI that shows its work.
AI Engineer in Mangaluru. At SKY360.AI I build enterprise agentic AI systems and RAG pipelines, with the evaluation and backend work that makes them reliable.
Illustrative demo of the flow I build. Pick a question to run it.
I care about the answer being right, not just fluent.
Backend habits, applied to AI: clear APIs, tested integrations and systems that can be checked.
I like understanding a problem at its core, then building the smallest system that solves it. Evaluation and observability matter to me as much as the model.
Next, I want to turn what I’ve learned into products people need.
Agentic AI systems
LLM workflows with tool calling, memory, routing and multi-step orchestration.
RAG and data intelligence
Retrieval over documents and structured data, with grounded answers.
Backend engineering
APIs, integrations and database-backed apps that support AI products.
Evaluation and observability
Finding failure cases and improving reliability over time.
Projects
Open any project for what I built, how, and the details that matter.
Experience
Software Engineer, AI Engineering
SKY360.AI (Swaradya Neya AGI Private Limited), Mangaluru
Enterprise agentic AI with LangGraph, LangChain and MCP tools: RAG, tool calling, memory and orchestration. File-based data workflows over PDF, Word and Excel alongside semantic retrieval, on PostgreSQL, Redis, ChromaDB and DuckDB. LLM evaluation and observability, and models on NVIDIA DGX Spark and RunPod GPUs. Built the hiring module, learning management system (LMS) and POSH complaint module for the HRMS, worked on DMS KPIs, and built a “perfect salesman” ML model for sales prediction.
Freelance developer
Enterprise company, Puttur
Built quotation (Node.js), inventory (Google Apps Script) and CRM modules for an enterprise company in Puttur.
Software Engineer Intern
UniCourt India (Mangalore Infotech Solutions Pvt Ltd)
Built production web scrapers that extract structured legal data from court websites, with captcha handling and proxy rotation. Python, BeautifulSoup4, Django, PostgreSQL, Docker. Student Brand Ambassador for UniCourt at VCET before that, Sep 2024 to Jan 2025.
AI and Machine Learning Engineer Intern
Rooman Technologies, with IBM and Wadhwani Foundation
Worked on machine learning projects run by IBM, with training in Python, data analysis, Flask, cloud computing and Power BI.
Toolkit
Languages
Agents and AI
Retrieval
Backend and data
Models and compute
Ship and measure
Beyond work
Building AI Agents for Enterprise Solutions
BeyondVectors, Apr to Jul 2026
Hands-on learning in enterprise AI agents.
Resource person
Colleges and schools, including KVG College of Engineering, Sullia
Sessions for students at colleges and schools, including a full three-day program on the fundamentals of AI at KVG College in September.
Women@Work finalist
Project Idea Pitching Competition
AgriHire, an idea for agricultural hiring.
IEEE
VCET Puttur and Mangalore Subsection
Women in Engineering Chair at VCET Puttur and technical team member of the IEEE Mangalore Subsection. Took part in school outreach introducing students to robotics, AI, data science and IoT.