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AryanYadav1010/README.md

Hi 👋, I'm Aryan Yadav

AI Engineer & Research Data Engineer · MSc Artificial Intelligence @ University of Bath 🇬🇧

📍 London, United Kingdom

Portfolio LinkedIn Email

🚀 About Me

  • 🔬 Research Data Engineer at Rebalance Observatory (EU Horizon & UKRI-funded) — building the backend and data pipeline for a public analytics platform used by researchers and policymakers across 6 European universities
  • 🧠 AI Researcher at the University of Bath — real-time signal processing for wearable sensors, running under 10ms on low-power embedded hardware with no GPU
  • 🤖 Building UnisonLLM — a multi-agent LLM system where three models cross-check each other's answers before responding, via custom prompt routing and disagreement detection
  • 🎮 Trained a reinforcement-learning agent to play Doodle Jump from scratch, reaching 3.2× the score of random play across 600k+ training steps
  • 🎓 Completing an MSc in Artificial Intelligence at Bath (Bath Merit Scholar)

🧠 Key Projects

Project Stack Description
UnisonLLM FastAPI · React · Docker · GCP Cloud Run Multi-agent LLM orchestration — 3 models cross-check answers via prompt routing and disagreement detection before responding. Built with Vasily Semenov.
Doodle Jump RL Agent Python · PyTorch · OpenAI Gym Reinforcement-learning agent trained from scratch, 3.2× random-play score across 600k+ training steps
Social AI Agents LangGraph.js · Next.js · Prisma/Postgres Orchestrator routes topics through a content-creation agent and a compliance agent (hard-blocks + LLM nuance check) before a human-approval queue
Uptime Monitor FastAPI · Prometheus · OpenTelemetry · Terraform · AWS EKS Production-style uptime monitor with full observability stack, deployed to Kubernetes with autoscaling
Schengen Visa Tracker FastAPI · browser-use + Claude · Fly.io AI-agent-driven scrapers that read each visa provider's site directly, surviving redesigns that break hardcoded selectors
Personal Site Next.js · TypeScript Personal portfolio site

💼 Experience

Research Data Engineer — Rebalance Observatory (EU Horizon & UKRI-funded) · Jan 2026–Present Artificial Intelligence Researcher — University of Bath · Jan 2026–Present AI Software Developer (Remote) — Exalt Data and Strategic Advisory · Sept 2024–Aug 2025 Researcher — National Taiwan University · Jan 2024–Jun 2024

Full detail in experience.md.

📊 Engineering Highlights

Countries Load time Latency Model size Documents Time saved RL steps RL score Forecast accuracy

🛠️ Languages and Tools

Python TypeScript JavaScript Java C++ React Next.js FastAPI PyTorch Docker GCP PostgreSQL MongoDB Terraform Git

AI / Agents — PyTorch · TensorFlow · Hugging Face · LangChain · LangGraph · Multi-Agent Orchestration · RAG · Vector Databases Backend / Data — FastAPI · Flask · REST APIs · PostgreSQL · MongoDB · Prisma · ETL Pipelines Cloud / Infra — GCP · Cloud Run · Docker · Terraform · AWS EKS · GitHub Actions · CI/CD Frontend — React · Next.js · D3.js

📫 Reach me on LinkedIn or at aryan95yadav@gmail.com

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  1. Sudoku-Solver-CSP Sudoku-Solver-CSP Public

    Sudoku solver as a CSP: backtracking with forward checking, constraint propagation, and MRV+degree variable ordering. 60/60 puzzles solved, hard puzzles average 0.018s.

    Jupyter Notebook

  2. Age-Gender-CNN Age-Gender-CNN Public

    Dual-head CNNs for facial age estimation and gender classification: a custom architecture (91.7% accuracy, 5.79yr MAE) vs. VGG16 transfer learning (90.0%, 6.58yr MAE) on UTKFace.

    Jupyter Notebook

  3. Schengen-Visa-Tracker Schengen-Visa-Tracker Public

    Self-hosted web app that monitors Schengen visa appointment availability and emails you the instant a new slot opens.

    Python 1

  4. Support-Ticket-Classification-NLP Support-Ticket-Classification-NLP Public

    Two NLP pipelines (stemming vs POS-lemmatisation, TF-IDF unigrams vs bigrams) for 14-class support ticket classification, both reaching 95.16% accuracy with LinearSVC.

    Python

  5. Uptime-Monitor Uptime-Monitor Public

    Production-grade URL uptime monitor instrumented with FastAPI, Prometheus metrics, OpenTelemetry tracing, and deployed to EKS via Terraform.

    HTML 1

  6. movement-analyzer movement-analyzer Public

    Technique review from a single phone video: pose tracking, movement detection and evidence-backed coaching for bouldering, pull-ups, squats, push-ups and cycling. Python · OpenCV · MediaPipe · Stre…

    Python