binay@portfolio:~$Init/Identify/Launch

BINAY SIDDHARTH

[░░░░░░░░░░░░░░░░░░░░░░░░] 0%
Sydney, AU // data & genaiBOOTING 0%
Sydney, Australia // Data & GenAI
Binay Siddharth
>
9 yrsAnalytics Experience
5+ yrsPeople Leadership
200+GenAI Users Onboarded
AWS Certified
connect --linkedin
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// 8Bササマ53F8Cカ5C4A756

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

CURRENTFeb 2026 - Present

Chapter Area Lead

Commonwealth Bank of Australia · Sydney

Mar 2022 - Jan 2026

Chapter Lead, FS Analytics

Commonwealth Bank of Australia · Sydney

Chapter Management

  • Lead BI Reporting - chapter-level stewardship for analytics across finance.
  • Defined capability & workforce plans with Talent Acquisition; zero attrition, steady IA→AA role conversions, AWS certification initiative to upskill the team.
  • Standardised tooling & ways of working (Tableau, Alteryx, DHP and GenAI patterns); created shared playbook and peer-review process.
  • Designed chapter capability uplift roadmap: competency bands, learning pathways, staged assessments.
  • Launched technical guilds, mentoring and cross-chapter forums; ran finance-cohort ML/GenAI training and manager coaching clinics.
  • Established clear escalation paths between squads not operating in PACE, and chapters to protect delivery velocity.

Generative AI & AI Integration

  • NL-to-SQL (Pre-prod): Built a GenAI interface using LangGraph + LangFuse, reranking and embedding cache. Adopted by 200+ FS users; authored rollout playbook.
  • Policy RAG Bot (Pre-prod): Leading design of a Retrieval-Augmented Generation bot for policy queries - chunking, orchestration and embedding reuse.
  • Agentic Month-End & MCP Ecosystem (Ideation): Driving strategy and architecture for AI agents in month-end reporting workflows.
  • XClaim App (Prototype): Delivered Streamlit/AWS prototype demonstrating end-to-end claims automation.

Process Optimisation & Strategic Data

  • Transformed manual reporting into automated pipelines and repeatable processes to improve reliability and reduce manual effort.
  • ELT Scorecard: Designed a reusable data-lake architecture and Tableau layer with lineage and drill-through into financial lead and lag indicators.
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

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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()

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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

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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.

🤖

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

Retro VizMotorbikesSpec AnalysisSpider Chart
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.