OPEN FOR ROLES AND FREELANCE

Hi, I'm Arupa.
I build Intelligent Systems.

I bridge the gap between Research Mathematics and Production Systems.
specializing in Generative AI, Large Scale Backends, and Research Engineering.

Explore Work View GitHub

> Initializing Neural Nets...

> Connected to Cluster

> Founder of icElit.ai

> Loading Modules:

  • FastAPI
  • TensorFlow
  • Scikit-learn
  • GoLang

> System Ready_

Profile

Arupa N. Swain +91 7735460467

Online

About Me

I don't just train models; I engineer intelligence. My work spans the full spectrum: from inventing novel sparse matrix algorithms (research) to deploying multi-agent LLM pipelines that process thousands of requests (production). I combine the precision of C++ with the flexibility of modern AI frameworks.

Research

Sparse Matrix Optimization & HPC Algorithms.

Engineering

Production-grade FastAPI, Docker, and Microservices.

Innovation

LLM Agents, RAG Pipelines, and Computer Vision.

Selected Works

Research, Production Apps, and AI Agents.

GenAI System

Compound Journal AI

Multi-LLM pipeline automating research publication from metadata to PDF.

FastAPI Gemini 2.5 Groq +2
HPC / Research

Sparse Matrix Research

Invented 'Contiguous Clustering' format. 10x faster than CSR/JDS.

C++ Algorithm Design HPC +1
Backend Engineering

Author Extraction Agent

High-scale scraper & email bot processing 10k+ researchers.

FastAPI Scraping SMTP +1
Computer Vision

SwaraVision

OMR for Indian Classical Music using Custom CNNs.

TensorFlow OpenCV CNN +1
Automation Agents

Career Pilot AI

Automating the job hunt with Selenium & LLMs.

Selenium LangChain Python +1
Full Stack App

The Little Journal

Production publishing platform with Fake News Detection.

Flask MongoDB Jinja2 +1
Deep Tech

Blockchain Sim

Visualizing SHA-256 mining and consensus mechanisms.

Python SHA-256 Cryptography +1

Professional Journey

06/2025 - Present
Hyderabad

Designed LLM-powered solution integrating FastAPI, Gemini, and Groq models to automate author outreach and journal workflows, reducing manual workload by 60%.

HPC Research Fellow

@ XIM University (Research)
08/2024 - 05/2025
Bhubaneswar

Invented 'Contiguous Clustering' (CC) sparse matrix format achieving 30-50% memory reduction and 10x acceleration in SpMV vs traditional formats (CSR/JDS). Implemented in C++.

Full-Stack Developer

@ The Little Journal
04/2024 - 06/2025
Bengaluru

Architected a literary platform serving Times of India clients. Built end-to-end Fake News detection using LLMs and web search integration. Implemented payment gateway increasing user submissions by 40%.

Full-Stack Developer

@ Coincent.ai
04/2023 - 07/2023
Bengaluru

Delivered doctor appointment booking platform achieving 300+ monthly appointment increase through optimized workflows and intuitive UI design.

Microcontroller Programmer

@ CTTC
07/2021 - 03/2022
Bhubaneswar

Programmed Arduino-based motion control for 6-axis humanoid robot with servo coordination and sensor-triggered gesture responses. Optimized control systems contributing to 7L+ revenue.

B.Tech in Computer Science (Honors)

XIM University | 2022 - 2025

Diploma in Mechatronics

Central Tool Room & Training Centre (CTTC), Bhubaneswar | 2019 - 2022

Engineering Arsenal

AI Architecture

  • RAG Systems
  • LangChain Agents
  • LLM Fine-tuning
  • Vector DBs

Core Engineering

  • FastAPI / Flask
  • Distributed Systems
  • Docker & CI/CD
  • Linux Kernel

Languages

  • Python (Expert)
  • C/C++ (Research)
  • Go
  • TypeScript

Data Science

  • Pandas/Numpy
  • TensorFlow
  • PyTorch
  • OpenCV

Let's build something impossible.

I am currently available for freelance work and full-time positions. Drop a message if you need high-performance AI systems.