AI Systems Architect

Engineering
Intelligence.

I architect production AI infrastructure — LLM orchestration, RAG pipelines,
scalable backend systems, and native mobile applications.

Ayon Aryan

About

The relentless pursuit of
engineered excellence.

Computer Science engineer specializing in artificial intelligence and machine learning, with a secondary focus in financial technology. My practice spans autonomous multi-agent AI orchestration, generative adversarial networks for image synthesis, domain-specific large language models with adversarial robustness, and native Android application development deployed to production.

Previously, I architected AI infrastructure at Broadrange AI (Chicago) — engineering legal domain LLMs with retrieval-augmented generation and prompt injection defense systems — and delivered production Android applications at Techpuram Technology (Madurai) with verified distribution on the Google Play Store.

32 Repositories
15+ Systems Shipped
2 Industry Engagements
2027 B.Tech (Hons)

Expertise

Precision-engineered
capabilities.

01

AI & LLM Infrastructure

Production RAG pipelines, BERT-driven intent classification, multi-agent orchestration with dynamic tool routing, adversarial prompt defense, and autonomous AI systems engineered for scale and reliability.

Python · LangChain · FAISS · ChromaDB · Ollama · Spring Boot
02

Native Mobile Engineering

Production-grade Android applications — Kotlin, Jetpack Compose, CameraX, on-device inference via TensorFlow Lite. Applications with verified distribution on Google Play and runtime GPS validation.

Kotlin · Jetpack Compose · CameraX · TFLite · Maps SDK
03

Deep Learning & Vision

GAN-based super-resolution architectures (Real-ESRGAN), U-Net semantic segmentation for medical imaging, and transfer learning pipelines optimized for production inference latency.

PyTorch · TensorFlow · Keras · Real-ESRGAN · U-Net
04

Backend & Data Architecture

Scalable microservice topologies, REST API design, vector database integration, schema-aware query generation, and end-to-end deployment orchestration from prototype to production.

Spring Boot · Flask · PostgreSQL · pgvector · Docker · Linux
05

Frontend & Data Visualization

Responsive interface engineering with React and Next.js. Interactive graph and data visualizations via D3.js. Component-driven architecture for maintainable, performant UIs.

React · Next.js · D3.js · Tailwind CSS · TypeScript
06

Distributed & Embedded Systems

Smart contract development on Ethereum, decentralized consensus mechanisms, hardware-level IoT sensor integration with embedded C++ firmware, and real-time telemetry systems.

Solidity · Web3.js · C++ · Arduino · Embedded Systems

Career

Professional
trajectory.

Jun — Aug 2025

AI Engineer

Broadrange AI · Chicago, Illinois

Architected Legal Domain LLM with retrieval-augmented generation infrastructure. Engineered document ingestion pipelines with semantic chunking for contextual grounding. Implemented PromptGuard V2 for adversarial prompt defense. Reduced hallucination through curated legal corpus training and retrieval-augmented validation.

Feb — Aug 2025

Android Engineer

Techpuram Technology · Madurai, Tamil Nadu

Engineered Geo GPS Camera — production Android application with verified Play Store distribution. Developed with Kotlin, Jetpack Compose, CameraX, and Maps SDK. Implemented server-side GPS spoofing detection. Integrated on-device ML inference for print quality defect analysis via TensorFlow Lite.

Education

B.Tech (Hons) Computer Science & Engineering

RV University, Bangalore · 2023 — 2027

Specialization: AI & Machine Learning · Minor: Financial Technology
Recipient — Best Project Award, Structured Innovation

Higher Secondary — PCM

Delhi Public School, Patna · 2010 — 2023

Credentials

Programming in Modern C++

NPTEL · 2024 — 2025

Supervised ML: Regression & Classification

Stanford Online · 2024

Business Analysis Essentials

Microsoft & LinkedIn · 2024

Selected Work

Systems
I've architected.

IntelliChat AI
AI · Distributed Architecture

IntelliChat AI

Microservice-based AI orchestration platform with dynamic tool routing across RAG, web retrieval, and conversational services. BERT-driven intent classification with real-time prompt triage and multi-step reasoning chains.

BERT · RAG · LLM · Spring Boot · Microservices
View Case Study
GraphRAG
AI · Knowledge Infrastructure

GraphRAG

Hybrid retrieval architecture combining NetworkX knowledge graph traversal with FAISS vector similarity search and Groq LLM inference. Interactive D3.js topology visualization with document ingestion and semantic chunking.

NetworkX · FAISS · Groq · D3.js · Flask
View Case Study
Legal AI
AI · Legal Domain

Legal AI LLM

Domain-specific large language model engineered for legal corpus analysis. PromptGuard V2 integration for adversarial prompt injection defense. RAG architecture with contextual grounding and hallucination mitigation.

LLM · RAG · PromptGuard V2 · ChromaDB
View Case Study
AI Database Manager
LLM · Query Generation

AI Database Manager

Natural language to SQL transpilation via locally hosted Mistral inference (Ollama). Schema-aware prompt engineering with SQL validation, snapshot-based rollback, and human-in-the-loop execution gates.

Ollama · Mistral · SQLite · Python
View Case Study
Voice Intelligence
AI · On-Device

Offline Voice Intelligence

Fully offline conversational AI for Apple Silicon. Local speech-to-text pipeline, on-device LLM inference, multi-turn conversation state management. Zero cloud dependency — complete air-gapped intelligence.

Speech Recognition · Local LLM · macOS · Python
View Case Study
Super-Resolution
Deep Learning · Generative

Image Super-Resolution

Fine-tuned Real-ESRGAN architecture via transfer learning with custom composite loss balancing on paired high-resolution/low-resolution datasets. Production-grade upscaling pipeline.

Real-ESRGAN · PyTorch · Transfer Learning · GANs
View Case Study
Medical Imaging
Medical AI · Segmentation

Brain Tumor Segmentation

U-Net encoder-decoder architecture for pixel-level semantic segmentation of brain tumors from MRI volumes. Precision lesion boundary delineation with multi-class tissue classification.

U-Net · TensorFlow · Medical Imaging · Kaggle
View Case Study
Geo GPS Camera
Android · Production

Geo GPS Camera

Production Android application with verified Play Store distribution. Secure location-tagged image acquisition with server-side GPS coordinate validation and spoofing detection infrastructure.

Kotlin · Jetpack Compose · CameraX · Maps SDK
View Case Study
Blockchain Voting
Blockchain · Governance

Decentralized Voting Protocol

Tamper-proof electoral system on Ethereum smart contracts. Immutable ballot recording, transparent audit trails, and decentralized consensus verification via Web3.js interface.

Solidity · Web3.js · Ethereum · Smart Contracts
Glucosence
IoT · Biomedical

Glucosence

Non-invasive glucose concentration monitoring via saliva-based biosensor input. Embedded C++ firmware with custom analog sensor integration, real-time telemetry display, and calibration routines.

C++ · Arduino · Biosensors · Embedded Systems
Recommendation Engine
Data Engineering

Recommendation Engine

Content-based and collaborative filtering recommendation system with feature extraction, similarity computation, and real-time inference pipeline served via Flask API.

Python · scikit-learn · Flask · Pandas
Credibility Analysis
NLP · Classification

Credibility Analysis Engine

NLP-driven news credibility classification system with TF-IDF vectorization, ensemble classification models, and real-time inference API for editorial verification workflows.

NLP · scikit-learn · Flask · TF-IDF

Contact

Let's engineer
something remarkable.

Whether it's production AI infrastructure, a native application, or an ambitious technical challenge — I welcome conversations that lead to exceptional engineering outcomes.