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Arti Kumari

AI/ML Engineer & Flutter Developer

  • kumariarti072205@gmail.com
  • +91 79090 69577
  • Rajkot, India

github.com/yadavarti05 · www.linkedin.com/in/arti-kumari-168972416

Summary

Computer Engineering graduate (2026) and published deep-learning researcher (IIT Delhi). I ship cross-platform Flutter apps for real clients and design neural networks for research — and I'm now going deep on Generative AI: LLMs, RAG, agents, and MCP.

Career Highlights

Published deep-learning researcher — co-authored a peer-reviewed international conference paper at IIT Delhi.
Shipped 2+ live production mobile apps in Flutter for real clients.
Strong ML fundamentals — built GCN, RNN/LSTM and CNN models from the ground up, not just API calls.
Actively building in Generative AI — LLMs, RAG, AI agents and MCP.

Technical Skills

Generative AI & LLMs — Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), AI Agents, Model Context Protocol (MCP), Prompt Engineering, Vercel AI SDK, Google Gemini API, Embeddings & Vector Search

Machine Learning & Deep Learning — PyTorch, TensorFlow / Keras, Graph Convolutional Networks (GCN), RNN · LSTM, CNN · Neural Networks, Data Augmentation, scikit-learn, NumPy · Pandas

Mobile Development — Flutter, Dart, State Management (Provider / Bloc), REST API Integration, Firebase, Cross-platform iOS & Android

Web & Backend — React, JavaScript / TypeScript, HTML · CSS, C# · .NET · ASP.NET, Node.js

Languages & Tools — Python, Data Structures & Algorithms, SQL, Git · GitHub, Data Science

Experience

Flutter Mobile Application Developer · Cipher Craft Pvt. Ltd.

2025 — Present

Mobile Engineering

  • Build and ship cross-platform production mobile apps in Flutter & Dart for live clients.
  • Delivered a Construction Company Management app and a CRM — handling role-based access, complex business workflows, and REST API integration.
  • Built the Trip Portal mobile app with separate admin and customer experiences.
  • Use AI-assisted development workflows to accelerate delivery without compromising quality.

AI/ML Research Intern · IIT Delhi

2024 — 2025

Dept. of Electrical Engineering · Mentor: Prof. Tapan Kumar Gandhi

  • Designed and trained Graph Convolutional Neural Networks for single-channel EEG-based seizure classification.
  • Applied data augmentation to address class imbalance and improve generalization on limited EEG data.
  • Co-authored a research paper accepted for publication at an international conference.
  • Gained deep, hands-on experience across the research pipeline and DL architectures (GCN, CNN, RNN/LSTM).

Data Science Intern · Cipher Craft Pvt. Ltd.

2023

Data Science

  • Worked on data science projects spanning data cleaning, analysis, and ML modeling in Python.
  • Built foundational experience with the end-to-end ML workflow: preprocessing, feature engineering, training and evaluation.

Research & Publication

Graph Convolutional Neural Networks with Data Augmentation for Single-Channel EEG-Based Seizure Classification

Accepted for publication — International Conference · Co-author · 2025

Prof. Tapan Kumar Gandhi · Dept. of Electrical Engineering, IIT Delhi

A deep-learning approach to seizure classification from single-channel EEG. We model EEG signals as graphs and apply Graph Convolutional Networks combined with data-augmentation strategies to overcome limited, imbalanced data — improving classification performance for automated seizure detection.

Selected Projects

EEG Seizure Classification (GCN) — Deep Learning · Research

Graph Convolutional Network for single-channel EEG-based seizure detection — the work behind my published paper at IIT Delhi. (PyTorch, GCN, Deep Learning, Healthcare AI)

Ask-My-AI Assistant — Generative AI · LLM

The conversational assistant on this site — a Gemini-powered RAG-style agent that answers recruiter questions about my background. (Gemini, Vercel AI SDK, Next.js, RAG)

Construction Company Management App — Mobile · Flutter

A live cross-platform app digitizing operations for a construction business. (Flutter, Dart, REST APIs)

CRM Mobile App — Mobile · Flutter

Customer-relationship management on mobile — leads, customers, and pipeline in one app. (Flutter, Dart, Firebase)

Trip Portal — Admin & Customer — Mobile · Flutter

A travel portal mobile app with two tailored experiences: one for admins, one for customers. (Flutter, Dart, Cross-platform)

Education

B.Tech, Computer Engineering

2022 — 2026

RK University

Achievements & Activities

  • Winner's trophy — inter-college basketball (sports event).
  • Active in college tech fests — participant and event volunteer.