binay@portfolio:~$Init/Identify/Launch

BINAY SIDDHARTH

[░░░░░░░░░░░░░░░░░░░░░░░░] 0%
Sydney, AU // data & genaiBOOTING 0%
Sydney, Australia // Data & GenAI
Binay Siddharth
>
0 yrsAnalytics Experience
0+ yrsPeople Leadership
0+GenAI Users Onboarded
0×AWS Certified
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// タナ686E4ラ3マDラワ@Cヤナ1

$ハナカ3 7'2$ ワ@15

Ten years across finance, academia, and tech. Click any role to explore.

CURRENTFeb 2026 - Present

Chapter Area Lead

Commonwealth Bank of Australia · Sydney

Management & Leadership

  • Provide system-level stewardship to build scalable analytics/engineering capability across domains and deliver long-term business outcomes.
  • Strengthen leadership across chapters by improving prioritisation discipline, delivery standards and capability benches for current demand and future strategy.
  • Translate innovation into sustainable BAU by establishing clear ownership, operating rhythms, monitoring and lifecycle management from day one.
  • Align delivery to governance, risk and control expectations; make trade-offs explicit and ensure accountability is clear when demand exceeds capacity.
  • Anchor investment and sequencing decisions to measurable business impact, resilience and maintainability at scale.

Technical & Engineering

  • Build strong engineering foundations through disciplined data engineering, governed pipelines and robust feature engineering practices.
  • Ensure AI/ML techniques are embedded deliberately and responsibly within production environments (not as isolated initiatives).
  • Drive production-grade design standards for reliability, observability, security and operability across data/ML systems.
  • Establish patterns for reusable data products and fit-for-purpose platforms that improve productivity and decision-making in measurable ways.
Mar 2022 - Jan 2026

Chapter Lead, FS Analytics

Commonwealth Bank of Australia · Sydney

Mar 2020 - 2022

Manager, Business Intelligence Reporting

Commonwealth Bank of Australia - IB&M Finance · Sydney

Mar 2019 - Mar 2020

Senior Analyst, Capital Technology

Commonwealth Bank of Australia · Sydney

Mar 2018 - Mar 2019

Analyst, GEMS Operations

Commonwealth Bank of Australia · Sydney

Jun 2017 - Mar 2018

Analyst

The University of Sydney · Sydney

Jun 2012 - May 2015

Systems Engineer

Adobe Systems Inc · Mumbai

// #%ハ32@ワCカ@3サEア

サ06Cワ9カタ & BD0@カ#D5E2

From GenAI in production to exploratory prototypes - click any card to dive deeper.

🔍Pre-Production

Natural Language to SQL

Ask your data warehouse questions in plain English.

LangGraphLangFusePython+3
view_details()
📋Pre-Production

Policy RAG Bot

Instant answers from policy documents via RAG.

RAGLangChainPython+3
view_details()
Prototype

XClaim App

Automated claims processing - from days to minutes.

StreamlitAWSPython+2
view_details()
🤖Ideation

Agentic Month-End & MCP Ecosystem

AI agents for autonomous finance close processes.

MCPAgentic AILLM Orchestration+2
view_details()
📊Production

ELT Scorecard

A single source of truth for finance KPIs.

TableauSQLTeradata+2
view_details()
🗺️Alumni

Campus Space Intelligence

Understanding how a university lives and breathes.

TableauAlteryxAWS RDS+3
view_details()

// A246ナカEサ@7%0マカ06

タナ9@3% & #ナハ#Fナ8CハF#BワD

A decade of deliberate depth across data, AI, and human-centred design.

// generative_ai

LangGraph90%
LangFuse85%
RAG Architecture92%
Streamlit88%
Agentic AI / MCP80%
Prompt Engineering90%

// data_&_bi

Tableau95%
SQL95%
Python88%
Alteryx90%
Snowflake85%
Teradata82%

// cloud_&_infrastructure

AWS (ML/AI)88%
AWS (Core)85%
Apache Kafka72%
Data Lake Design88%

// leadership

Chapter Management95%
Workforce Planning90%
Coaching & Mentoring92%
Stakeholder Communication93%

// certifications.list

🤖

AWS Machine Learning Associate

Amazon Web Services

🧠

AWS AI Practitioner

Amazon Web Services

☁️

AWS Cloud Practitioner

Amazon Web Services

❄️

Snowflake Data Warehouse

Snowflake

❄️

Snowflake Data Applications

Snowflake

⚙️

Alteryx Core & Advanced

Alteryx

📨

Apache Kafka Fundamentals

Confluent

📈

Tableau Community Leader

Tableau / Salesforce

📈

Tableau Data Scientist

Tableau / Salesforce

📈

Tableau Data Steward

Tableau / Salesforce

📈

Tableau Desktop Specialist

Tableau / Salesforce

// education.records

2015 – 2017

Masters of IT

Human Computer Interaction

The University of Sydney

2015 – 2017

Masters of IT Management

Software Engineering Management

The University of Sydney

2008 – 2012

Bachelor of Technology

Computer Science & Engineering

ITER, India

// ヤA74ラアEB530768

CEFCナ カララ%ハ6#E

Data viz doesn't stop at 5pm. Multi-agent briefings, F1 championship races, satellite constellations, post-COVID banking dynamics, and motorbike spec battles. All built with the same rigour as production code.

🌏

Australia's Carbon Story - Emissions, Targets & the EV Inflection

Climate DataDCCEEWOWIDEV AdoptionNet Zero 2050
loading emissions data...

90 Mt short of the 43% target. Electricity is bending fast; transport is stubbornly flat. Scroll through three chapters: the gap between actual and legislated trajectories, which industry owns how much, and the EV adoption S-curve that will finally bend transport emissions from 2026 onward. Auto-refreshes from OWID + DCCEEW every month via GitHub Actions.

🤖

Story of Agents — From Chat AI to the Autonomous Enterprise

Multi-AgentMCPLangGraphA2ALLM Observability
initialising agent network...

Six capabilities. One journey. An interactive briefing tracing the evolution from tool calling to full agent-to-agent networks, covering LangGraph orchestration, Model Context Protocol as the universal enterprise connector, and A2A as the virtual firm that runs at machine speed. Built for financial services. Applies everywhere.

🏛️

AU Federal Budget 2024-25 — Trace the Money

Gov DataSankeySVG VizTax & Spending
loading budget data...

$738.5B — where does it go? 4-level interactive Sankey: revenue buckets → sources → spending portfolios → sub-programs. Hover any node or ribbon to trace a dollar's journey from your tax return to NDIS, hospitals, defence, or debt servicing. Click any node to zoom in and trace connected flows.

🏎️

F1 2025 — Championship Bar Chart Race

Data VizReactFramer MotionF1 2025
loading race data...

The story in data: Verstappen started P5 after Round 2 with McLarens dominating. Wins in Japan, Miami, Imola, Spain, Austria, Belgium, Netherlands — he clawed back the deficit. Monza masterclass, Norris DNF, Max leads for the first time all season. Press play and watch it unfold — bar by bar.

🛰️

Starlink Constellation — Satellite Growth & NSW Passes

Space DataOrbital MechanicsReactSVG Viz
initialising orbit data...

From 60 to 7,000+: SpaceX deployed the world's largest satellite constellation in under 6 years. Launch timeline, orbital shell breakdown, and daily pass frequency over Sydney / NSW (34°S). Visible with the naked eye on any clear night.

🏦

Big 4 + Macquarie — Post-COVID Rate Cycle & Deposit Wars

APRA DataFinanceRate AnalysisMarket Share
loading market data...

From 0.10% to 4.35%: RBA cut to historic low (Nov 2020), then the most aggressive hike cycle in 30 years (May 2022–Nov 2023). Macquarie's consistently higher rates translated to a +133% relative deposit market share gain while the Big 4 played catch-up.

🏍️

Yamaha MT-10 2023 — Hypernaked Class Head-to-Head

Spec AnalysisMotorbikesSpider ChartValue Engineering
firing up the engine...

The Dark Side of Japan: My MT-10's 998cc CP4 — same block as the YZF-R1 — vs Kawasaki Z H2, BMW S1000R, Ducati Streetfighter V4, KTM 1290 Super Duke R, Aprilia Tuono V4. Gauges, spec bars, spider chart, full electronics matrix. Best value-per-hp in the class.

🌏

Australia's Carbon Story — Emissions, Targets & the EV Inflection

Climate DataDCCEEWOWIDEV AdoptionNet Zero 2050
loading emissions data...

105 Mt gap. 4 years. Australia peaked at 617.8 Mt CO₂-e in 2007 and is now at ~448 Mt. The legislated 2030 target is 342.9 Mt. At current policy pace we arrive at 432 Mt — still 90 Mt short. EV sales grew 195% in 2023 and the fleet inflection is modelled at 2026-27. Auto-refreshed monthly from OWID.