Daniyal Siddiqui

Daniyal Siddiqui

AI Research Developer & Mechanical Engineer — ML workflows, data automation and sustainability. Production systems serving 150k+ users, hackathon winner, 3+ years shipping AI.

Machine Learning

TensorFlow, PyTorch, Scikit-learn

Deep Learning

Neural Networks, CNN

NLP

Transformers, BERT, GPT

Agentic AI

LangChain, LangGraph

Cloud Platforms

AWS, Google Cloud

MLOps

Docker, CI/CD

Python SQL GCP WhyML Bash JIRA / Confluence PowerBI Tableau LangChain FastAPI Docker

Projects

AgentCommerce — Agentic AI Hackathon Winner, 2026

  • Built a decentralized e-commerce platform merging AI agents with Web3 and Hedera blockchain.
  • Engineered an AI shopping agent: users type "buy batteries" and the agent autonomously searches inventory, finds the lowest price, and processes real HBAR cryptocurrency payments.
  • Built a Shopify plugin enabling any vendor to opt in with one click — catalogue published to a decentralized registry instantly.
  • Transactions immutably recorded on-chain, with orders submitted back to Shopify for fulfilment.
Node.js Express Hedera SDK HBAR Shopify Agentic AI x402

Recommendation System — VEChain GreenCart, 2025

  • Developed a recommendation system for a sustainable shopping application.
  • Extensively cleaned noisy OCR data using NLP, used transformers to detect semantic similarity between items.
  • Deployed the model as a microservice to 150k users using FastAPI, Docker and Google Cloud Build, establishing a CI/CD pipeline.
  • Achieved 65% accuracy in recommending sustainable affiliate items to users.
Docker PyTorch Google Cloud Build FastAPI Regex Patterns

Formal Verification of Python Code using Why3 — UOG CS2, 2025

  • Built an automated LangGraph framework to formally verify Python code using LLMs.
  • Designed a graph architecture to call tools, parse output and implement Human-in-the-Loop patterns.
  • Undertook extensive prompt engineering by creating system prompts and calling tools to generate relevant outputs.
LangGraph Prompt Engineering Agentic Memory ReAct Tool Calling Regex Patterns

Let's connect

Open to discussing AI projects, collaboration opportunities, or new challenges. Reach out via the links below, or drop me an email at daniyalsid26@gmail.com.