Aryan Lodha ary0912

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║  ⚡  DEVELOPER CARD — ARYAN LODHA                      v2026.1  ║
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║  CLASS       │  Full Stack + UI/UX Engineer                      ║
║  LOCATION    │  Bristol, UK 🇬🇧                                   ║
║  XP LEVEL    │  ████████████░░░  Senior Apprentice               ║
║  SPECIALITY  │  Next.js · React.js · Wireframing · Design        ║
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║  ACHIEVEMENTS UNLOCKED                                           ║
║  🏆 BrisHack 2025 Finalist      🥇 People's Choice Award         ║
║  🎓 MSc Data Science            🚀 15+ Projects Shipped          ║
║  🔬 NLP · Computer Vision · Forecasting · Clinical Data          ║
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║  ACTIVE QUEST  ──►  Open to Software Engineering Roles 🎯        ║
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🌳 Skill Tree

FULL STACK ─────────────────────────────────────────────── [ LVL MAX ]
  Next.js / React    ████████████████████  100%
  TypeScript         ████████████████████  100%
  FastAPI / Python   ████████████████░░░░   80%
  Node / Express     ███████████████░░░░░   75%

AI / ML ─────────────────────────────────────────────────── [ LVL 8 ]
  NLP · BERT · HF    ████████████████░░░░   80%
  ML Pipelines       █████████████████░░░   85%
  BERTopic / UMAP    ████████████░░░░░░░░   60%
  Computer Vision    ████████████░░░░░░░░   60%

DATA ENGINEERING ────────────────────────────────────────── [ LVL 7 ]
  PostgreSQL / SQL   █████████████████░░░   85%
  Pandas + SQLAlch   ████████████████████  100%
  REST API Design    ████████████████████  100%
  Docker / AWS       ████████████░░░░░░░░   60%

DESIGN / UX ─────────────────────────────────────────────── [ LVL 8 ]
  Component Systems  ████████████████████  100%
  WCAG / A11y        █████████████████░░░   85%
  GSAP / Animation   ████████████████░░░░   80%
  Figma / Prototyping████████████░░░░░░░░   65%

⚙️ Tech Stack

Core

Data · AI · Cloud

Tooling · Design

🚀 Featured Projects

Curated for 2026 hiring: full-stack AI, data engineering, real-time systems, and accessible UX.

🧪 OpenTrials Platform ⭐

Clinical Research Analytics · 2026 · Flagship

Schema-agnostic CSV ingestion pipeline → automated analytics → live dashboards for clinical research teams.

🔬 Next.js + FastAPI + PostgreSQL + Pandas
⚡ Auto-detects numeric/categorical features — zero config required
📊 Real-time distribution, trend & metric visualisations
🗃️ Participant–Visit–Observation relational data model
📉 Reduced dataset onboarding effort by 100%

Next.js FastAPI PostgreSQL Pandas SQLAlchemy

📊 Campaign Experience Dashboard ✨

Scroll-Based Analytics Storytelling · 2026 · UX Showcase

Transforms static marketing reports into scroll-driven animated narratives.

🎬 GSAP scroll storytelling — data as a journey, not a table
🧠 Cognitive load reduction via hierarchy + motion design
💅 GPU-accelerated animations with zero layout shift
🧩 React + TS + Tailwind + shadcn/ui component system

React Next.js TypeScript GSAP Tailwind shadcn/ui

🌍 Environmental Risk Intelligence Platform

Ecological Risk Scoring Backend · 2026

Modular pipeline: data processing → risk analysis → scored JSON endpoints.

🔧 FastAPI + Pydantic with full OpenAPI/Swagger docs
🏗️ Clean service-layer architecture (routes / services / models)
🐳 Docker + Compose — deploy to AWS, Render or Railway instantly
✅ Full Pytest test suite for reliability

Python FastAPI Docker Pydantic REST APIs Pytest

💚 MoveWell — Health Assessment Platform

Accessible UX Engineering · Jan 2026

Complex pain & mobility inputs → clear, accessible, stakeholder-ready dashboards.

♿ WCAG-compliant — ARIA labels, keyboard nav, high-contrast UI
🔁 Multi-step progressive disclosure flow with validation
📐 Full reusable design system (cards, charts, forms, progress)
⚡ Memoization + code splitting + fully responsive

React TypeScript Tailwind Recharts WCAG A11y

📡 SignalScope — Telemetry Monitor

Real-Time Streaming Interface · 2026

Live telemetry with anomaly overlays and statistical drift detection.

⚡ WebSocket streaming + sub-second rendering
📉 Interactive time-series with anomaly overlay
🔍 Lightweight statistical anomaly flagging logic

React TypeScript WebSockets Time Series Anomaly Detection

🧠 Climate Sentiment & NER System

NLP Research Pipeline · 2025

ESG sentiment classification + Twitter NER with unsupervised topic modelling.

🤖 Fine-tuned DistilBERT — macro F1: 0.60
📊 BERTopic (MiniLM + UMAP + HDBSCAN) surfacing actionable clusters
🧪 Naive Bayes / FFNN / BERT comparison — best accuracy 0.79

BERT DistilBERT BERTopic HuggingFace UMAP NER

📂 View all 15+ projects

Project	Stack	Year	Highlight
🌱 EcoDash — Sustainability Analytics	React, TypeScript, Recharts	2026	ESG metrics, carbon/energy viz, WCAG
🗺️ Socio-Economic Clustering & Forecasting	PyMC3, PCA, t-SNE, GLM	2025	33K+ LSOAs, Bayesian WFH forecasting to 2030
📚 Word Similarity Clustering	NLTK, NetworkX, MDS, KMeans	2025	Co-occurrence graph, 51% above Word2Vec baseline
🦠 Plankton Morphological Diversification	Pandas, KMeans, SciPy	2025	3M+ datapoints, silhouette 0.479
☁️ MyTravel — Serverless Blogging MVP	AWS Lambda, S3, Cognito, SES	2024	Full serverless, automated emails, WAF auth
👁️ Cognitive Load Detector	OpenCV, Eye-Tracking, PCA	2025	Pupil dilation + entropy, real-time change detection
🩺 Knee Arthritis CNN (X-ray)	TensorFlow, EfficientNetB5	2023	Accuracy: 40% → 97%
♻️ EcoVision — Smart Waste CV	YOLOv5, OpenCV, Flask	2025	Real-time crowd heatmap + trash detection
🏠 Property Portal (24hr Hackathon)	React, Node.js, Firebase	2023	Gov-based verification, shipped in 24h
📝 PLANITNOW — Productivity Platform	MERN, JWT	2023	Full-stack journaling + to-do + time logs
🛒 GoCart — P2P Marketplace UX	Figma, UX Research	2024	Multi-cycle usability testing, peer-to-peer flow

📊 GitHub Stats

🏆 Trophies

📈 Activity Graph

🐍 Contribution Snake

2-min setup: Add the Platane/snk GitHub Action — it auto-generates the snake from your commit history on a schedule.

⏱️ Coding Activity (WakaTime)

Connect WakaTime and add the waka-readme GitHub Action to auto-populate live coding stats here.

🔨 Currently Building

current_state = {
    "learning"  : ["LLM Agents", "RAG pipelines", "Edge AI deployment"],
    "building"  : "AI-powered clinical and environmental analytics platforms",
    "reading"   : "Designing Machine Learning Systems — Chip Huyen",
    "listening" : "lo-fi hip hop whilst shipping features at midnight 🎧",
    "seeking"   : "SWE / AI Engineer roles — always open to a conversation!",
}

💬 Random Dev Quote

📬 Let's Work Together

Actively looking for Software Engineering / AI Engineer roles. If you're building something meaningful — I'd love to hear about it.

_{⚡ Building at the intersection of AI × Design × Engineering ⚡}

_{made with githubwallpaper.com}

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