Available for new opportunities in 2026

Hey, I am Aryan

Analyst by profession, AI & Machine Learning builder by passion. I bring a strong analytical background in extracting actionable intelligence and strategic business insights from complex datasets. Outside of work, I engineer intelligent ML projects that automate manual workflows and eliminate inefficiencies.

Enter the Lab

About Me

I don't just analyse data. I obsess over the story it's hiding. With 3 years of experience across fintech, housing, consulting, and IT services, I've built a career on turning messy, complex information into clarity that actually drives decisions.

I thrive where the answers aren't obvious. The harder the problem, the more curious I get. I've validated multi-source datasets, mapped broken processes, rebuilt KPI frameworks from scratch, and walked into rooms full of senior stakeholders to say "here's what the numbers are actually telling us." Each challenge has made me sharper, more resilient, and honestly more excited about the next one.

Beyond the day job, I build things because I genuinely love it. I'm the founder of Cascade AI and Savora, products I designed, built, and shipped independently. I prototype AI solutions, experiment with machine learning models, and chase that satisfying moment when something I built actually helps someone. Not because I have to. Because I can't help it.

Football has shaped everything I am. I've been playing for over 10 years and it taught me discipline, resilience, and a never-give-up attitude before I even knew what those words meant professionally. I carry that same mentality into everything I do, on the pitch and off it. Arsenal is the club, always has been, always will be, even when the season tests every bit of that resilience.

I also play tennis, grew up playing cricket, and get to the gym five days a week, not just for the physical side but because it keeps my mind sharp and focused. When it comes to food, growing up my mum handled everything. Once I moved to the UK I had to figure it out myself and turns out I was pretty good at it. My friends say the food is absolutely banging and honestly I have to agree. Cooking calms my mind in a way nothing else quite does. And whenever I get the chance I travel, not the planned, itinerary-heavy kind. I prefer getting lost in a city and figuring it out as I go. That's where the best stories come from.

I show up fully for everything I do. Whether that's a dashboard, a side project, a meal, a match, or a new city. If that sounds like the kind of person you want on your team, let's talk.

Location

Reading, UK

Phone

+44 7776 606375

Email

aryansubhash20@gmail.com

Skills

Tools I actually use

Power BI SQL DAX Excel Tableau JIRA Python Scikit-learn LangGraph OpenAI API Azure Supabase FastAPI React GitHub Vercel

Work Experience

C9

Cloudnine IT Services

Business Analyst & AI Developer

Sutton
July 2025 – Present
+15% Campaign ROI +12% Reactivation AI Builder
  • Delivered commercial forecasting and behavioural insight dashboards using Power BI + SQL, enabling leadership to track spend drivers and launch targeted engagement strategies.
  • Modelled customer and category-level adoption trends (regression + seasonal decomposition) to identify churn risks and monetisation opportunities across digital services.
  • Built predictive and segmentation models (Python, regression, clustering) to uncover high-value consumer groups and accelerate commercial decision-making.
  • Developed and shipped AI-powered tools alongside core analyst work, including Cascade AI, a clinical documentation platform built on LLMs, recognised at Microsoft AI Dev Days 2026.
SH

Southern Housing Group

Financial Analyst Contract

East Croydon
Oct 2024 – Apr 2025
15+ Reports +20% Forecast Accuracy -25% Exec Queries 4 Teams Aligned
  • Built financial performance dashboards and analytical reports using SQL and Power BI to track spend, variances and operational performance, while conducting variance, trend and exception analysis against actuals to improve forecast accuracy and support faster budget decisions.
  • Produced insight-driven reporting packs and narratives for senior stakeholders, translating complex financial data into clear, decision-ready insights that reduced clarification queries and improved alignment across finance and operations.
  • Partnered with finance, product and operational teams to refine KPIs and reporting processes, standardising metric definitions and improving performance measurement consistency across the organisation.
FV

Fiverr

BI Analyst Contract

London
Mar 2024 – Sep 2024
20+ Dashboards -30% Manual Work +12% Profitability -8% Costs
  • Designed and deployed interactive dashboards integrating SQL data sources, enhancing performance monitoring and ROI tracking for SME clients.
  • Automated reporting workflows using Power BI Service, reducing manual workload and ensuring timely, accurate reporting.
  • Produced research-driven KPI briefs enabling evidence-based business decisions, boosting profitability while reducing costs.
GM

Glorydale Merchant Services

Business Analyst Contract

West Byfleet
Oct 2023 – Feb 2024
+15% Revenue -10% Ops Issues -30% Tx Errors 95% Satisfaction
  • Analyzed four years of merchant financial data using SQL and Excel, identifying risks and operational inefficiencies.
  • Partnered with external vendors (Visa, Mastercard) and internal stakeholders to improve payment processing systems and system integration.
  • Facilitated UAT sessions, documented changes using JIRA, and provided post-implementation support.

Labs

Ranked by recognition, impact, and real-world deployment

T1 Hackathon Recognised

T2 Deployed Products

Rivalyze
AI/ML Personal Project

Rivalyze

Enter two company names and get a full competitive analysis with live web citations in under 60 seconds. Built with LangGraph multi-agent pipelines, FastAPI, Docker, and deployed on AWS EC2.

LangGraphFastAPIDockerAWS EC2

T3 AI / ML Projects

AI Chatbot
AI/ML Southern Housing Group

AI Chatbot: Human-Centric Approach

RAG-based tenant support chatbot using company policy documents.

OpenAI APIPythonAzure
Nudge: AI Habit Tracker
AI/ML Personal Project

Nudge: AI Habit Tracker

ML-powered habit formation and wellness coaching app.

Next.jsOpenAI APISupabaseTailwind CSS
KineticIQ
AI/ML Healthcare AI

KineticIQ: AI for Physiotherapists

Custom GPT for biomechanics tracking and injury prevention.

OpenAI GPT-4PythonTensorFlowReact
AI Interview Copilot
AI/ML Personal Project

AI Interview Copilot

A desktop tool that listens during interviews and suggests answers in real time based on your own knowledge base. Built on a forked open-source app using Electron, React, Whisper, and the Claude API.

ElectronReactWhisperClaude API

T4 Data & Analytics

RAG Pipeline
AI/ML Personal Project

RAG Pipeline

Upload any PDF and ask questions — it finds the right answers using semantic search. Powered by LlamaIndex, ChromaDB, and HuggingFace embeddings with session-cached indexing for instant re-use.

LlamaIndexChromaDBGroqStreamlit
LangGraph Scout
AI/ML Personal Project

LangGraph Scout

A multi-agent football scouting tool that searches the web, analyses player stats, and generates scout reports automatically. Built with LangGraph conditional routing, Groq, and Tavily search.

LangGraphGroqTavilyStreamlit
LangChain Research Chain
AI/ML Personal Project

LangChain Research Chain

Ask a complex question and watch it get broken into parts, researched separately, then combined into one clear answer. A three-stage LCEL pipeline built with LangChain, Groq, and Streamlit.

LangChainGroqStreamlit
Route Performance
DATA/BI Network Rail

Route Performance: Delay Insights

Dashboard tracking UK railway station accessibility.

Power BISQLPythonExcel
Sales, Cancellations & Margins
DATA/BI Retail Insights

Sales, Cancellations & Margins

Sales forecasting platform with 92% accuracy.

TableauSQLPythonR

T5 Research & Finance

Crypto & Mutual Funds
FINANCE JP Morgan Chase

Crypto & Mutual Funds as Inflation Hedges

Consultancy project on portfolio diversification and credit risk.

PythonRSQLExcelBloomberg Terminal
7-Year Financial Forecasting Model
FINANCE UrbanFuel Coffee Ltd

7-Year Financial Forecasting Model

Expansion projection model for 15+ coffee locations.

ExcelPythonTableau
Cardputer Terminal
HARDWARE Personal Project

Cardputer Terminal

Custom shell interface on M5Stack Cardputer (ESP32-S3). MicroPython firmware, UART bridge, and mini keyboard input handler.

MicroPythonESP32-S3UARTHardware

Event

In the rooms where AI is being built

Code with Claude  ·  London  ·  May 2026

In the room where AI is being built.

Invited to Anthropic's flagship developer event. Attended as Cascade AI.

At the Code with Claude event
Official Anthropic event, London
With the creator of Claude Code
with the creator of Claude Code

I attended Code with Claude London as founder of Cascade AI, one of roughly fifty developers selected for an invitation-only Anthropic event. I sat down with Boris, the engineer behind Claude Code, and walked him through Cascade AI's clinical documentation approach. The conversation was direct and technical. The room was the same: founders and AI engineers actively shipping, not watching. To close the night, I built a live Minecraft agent that mined 11 diamonds in 8 seconds, a small demonstration of what agentic systems can do when the scaffolding is right.

Invitation Only One of ~50 developers selected for the Anthropic London event
Live Demo Minecraft agent. 11 diamonds. 8 seconds.
Direct Access Sat down with Boris, creator of Claude Code, to discuss Cascade AI
11 diamonds in 8 seconds  ·  Minecraft agent built live on stage
Powered by anthropic

Terminal

Access the Mainframe 💻

aryan@portfolio:~
aryan@portfolio:~$

Let's Connect

Open to new opportunities and always happy to chat.