system online

Hello, I'm

Aniket Sanchaniya

AI Engineer building intelligent systems with LLMs, Agents, and Automation.

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01About

Engineer at the intersection of AI & systems.

Software Engineer with 1+ year of experience across Full Stack, Backend, and AI/ML systems. Proficient in Python, FastAPI, Django, React.js, the Gemini API, and LangChain-based LLM pipelines.

I've delivered AI automation workflows that reduced editorial effort by 70% and content prep time by 60%, and have built multi-tenant SaaS platforms, GST invoice OCR pipelines, agentic AI architectures, and Tally automation in production.

$ whoami

aniket@ahmedabad:~ ai-engineer

$ stack --list

python · fastapi · django · langchain · langgraph · react · postgres · docker

AI & LLM Engineering

· LangChain
· RAG
· Agentic Workflows

Backend Development

· FastAPI
· Django
· PostgreSQL

Workflow Automation

· OCR Pipelines
· Process Automation

Full Stack Development

· React.js
· TypeScript
· REST APIs

02Skills

The toolkit.

AI / ML

Backend

Automation & ERP

Frontend

Cloud & DevOps

Databases

03Projects

Selected work.

AI Automation

InvoiceIQ

AI Invoice Extraction & Tally Automation

Production-grade OCR and AI automation pipeline that extracts GST invoice data, validates it, and synchronizes accounting workflows with Tally.

Built a multi-stage OCR extraction pipeline
Added document validation and table reconstruction
Reduced manual invoice processing by more than 80%

PythonFastAPIReactTypeScriptOCRTally API

Agentic AI System

AFDSS

Autonomous Failure-Driven Software System

Self-healing operations platform that detects production anomalies, identifies likely causes, and applies safe corrective actions autonomously.

Combined LSTM, Isolation Forest, and GNN ranking
Implemented policy-driven autonomous recovery
Added drift detection and causal outcome evaluation

PythonPyTorchFastAPIRedisPrometheusGrafana

AI + Quantum Platform

Silicon Quantum Orchestrator

AI × Quantum Computing Framework

Java-native orchestration framework that routes intelligent workloads across classical accelerators and quantum computing backends.

Designed GPU, TPU, and QPU workload routing
Connected Spring AI services to quantum sidecars
Preserved job context across REST and gRPC layers

JavaSpring AILangChain4jQiskitgRPCDocker

Voice AI Platform

Multi-Provider Voice AI Agents

Conversational AI for Asterisk & CRM

Production voice AI platform for inbound and outbound conversations, with a CRM control panel for configuring, launching, and monitoring agents.

Integrated ElevenLabs, OpenAI Realtime, and Gemini pipelines
Built automatic lead qualification and call transcripts
Synchronized agent outcomes with CRM and call logs

AsteriskElevenLabsOpenAI RealtimeGeminiFastAPIFrappe CRM

04/Certifications

Built on continuous learning.

Coursera

Introduction to Information Technology and AWS Cloud

Anthropic

AI Fluency: Framework & Foundations

05Writing

Research notes from the lab.

LLMs · Interpretability

How LLMs Think in Superposition

An intuitive deep-dive into how large language models represent multiple concepts simultaneously inside their activation space — and why that matters for interpretability.

$ cat notes/superposition.md▌

Read on Medium

AI Architecture · Python + Java

How to Leverage Python's AI Power with Java's Enterprise Strength

A practical look at combining Python's mature AI ecosystem with Java's enterprise reliability to build scalable, production-ready intelligent systems.

$ cat notes/python-java-ai.md▌

Read on Medium

$ ls ~/lab/drafts

rag-eval-harness.md · agent-memory-patterns.md · ocr-layout-tricks.md

$ status

3 experiments in progress — new notes shipping soon.

06Contact

Let's build something.

Open to AI engineering, full-stack, and agentic-systems opportunities — full-time or freelance.

>_Start a conversation