Business Impact
Delivery Efficiency
Reduced enterprise delivery cycle times by over 30% while improving platform stability.
Hello, I'm Vikram.
I deliver enterprise AI programs that improve reliability, cost, and governance.
Operating Model
Scaled Leadership
Led 5+ squads and 40+ practitioners across onsite and offshore delivery streams.
Technical Depth
Realtime Systems
Delivered telemetry and AI workloads targeting P95 under 200 ms at high concurrency.
Recent Outcomes
Risk & Governance
Shipped AI evaluation and control patterns that reduced simulated error-budget breaches by 38%.
Live Telemetry
System Status
SimulatedP95 180 ms
Edge latency (ANZ)
0.180 s
Targets < 200 ms at 10k+ device concurrency.
Active visitors by region
- Melbourne · Edge POP
- Sydney · API Gateway
- Adelaide · Vector cache
Geo feed rotates every few seconds.
Server load
32%
Coffee consumed
1.0 cups
Load is synthetic; caffeine is not.
About Me
With over 15 years in the technology industry, I've had the privilege of working as a Senior Technical Leader and Certified Scrum Master (CSM) in the financial services and telecommunications sectors. My focus has been on program delivery, enterprise transformation, and architecting AI/ML-driven solutions.
I have experience in leading cross-functional teams and guiding cloud-based modernizations. My technical background includes Python, TypeScript, and cloud-native infrastructure like Kubernetes, GCP, and AWS. I'm passionate about fostering an agile culture and translating complex technical roadmaps into business value.
- Translate strategy into roadmaps that improve delivery efficiency and de-risk cloud modernisations.
- Align AI/ML delivery with compliance and risk models from the start.
- Use telemetry and dashboards to provide transparency for leaders and teams.
- P95 < 200 ms realtime WebSocket telemetry across 10k+ device concurrency (ANZ).
- Core banking transformation (.NET/Azure) trimmed delivery time by >30% and infra cost by >15%.
- $5M+ portfolio oversight with 100% compliance to enterprise standards and risk models.
- Lead 5+ squads (up to 40 resources including offshore) through Agile/Scrum/SAFe rituals.
- Exec workshops for 40+ leaders improved decision clarity by ~55%.
- Certified Scrum Master; governance first to keep risk, budget, and delivery aligned.
- Next.js + Supabase JIRA analytics dashboard surfacing sprint velocity and LLM retro insights.
- Node.js/Express public-key server with full Mocha/Chai coverage for API signing.
- React/TypeScript + D3 relationship timeline visualiser for customer journeys.
- Langfuse + Phoenix evaluation stack reducing simulated LLM error-budget breaches by 38%.
Experience
Senior Delivery Lead / AI/ML Solutions ArchitectANZ — Melbourne, VIC
- Led the delivery of AI/ML solutions, including real-time WebSocket telemetry services for high-concurrency devices.
- Guided the transition of core banking platforms to cloud-native architectures (.NET/Azure), improving delivery efficiency and reducing infrastructure costs.
- Managed a program portfolio valued at over $5M, supporting multiple cross-functional squads.
- Developed the technical vision and managed the product backlog for platform modernizations, ensuring alignment with enterprise standards and risk frameworks.
Senior Project Manager & Business AnalystNational Australia Bank (NAB) — Melbourne, VIC
- Managed the delivery for a critical risk and compliance program, focusing on regulatory adherence for major data initiatives.
Lead Business AnalystMicrosoft Inc. — Sydney, NSW
- Delivered a gap analysis for Azure ML telemetry, which helped to improve system reliability and reduce incident resolution time.
- Worked on aligning DevOps strategies with enterprise standards to improve compliance.
Business Analyst / Project CoordinatorTelstra — Melbourne, VIC
- Developed customer journey scorecards and streamlined JIRA requirements to improve delivery efficiency and operational clarity.
Senior Business AnalystInfoCentric — Melbourne, VIC
- Delivered analytics and BI projects that boosted client engagement and automated regulatory reporting.
Developer Support / Software Testing / AnalystMYOB — Melbourne, VIC
- Optimized data processing workflows, which improved efficiency and reduced reporting time for financial data sets.
Independent AI Consulting & UpskillingIndependent AI Consulting & Upskilling — Melbourne, VIC
- Architected and developed a Next.js and Supabase analytics dashboard for JIRA to expose sprint velocity metrics and generate LLM-powered retrospective insights.
- Built 'AI Resume Tailor', an automated NLP system using web scraping and prompt engineering to match CVs to Job Descriptions instantly.
- Created 'AI Gmail Manager', an autonomous TypeScript agent for inbox triage, sentiment analysis, and draft generation using LLMs.
- Developing 'Jyotish Shastra' and 'BTR-Demo', enterprise-grade platforms exploring the intersection of ancient Vedic algorithms and modern AI/ML.
- Creator of the @vicd0ct YouTube channel, producing technical deep-dives on live coding, algorithm archaeology, and telemetry breakdowns.
- Built a production-grade Node.js/Express public-key server for API signing with full test coverage.
- Developed a React/TypeScript and D3 visualization tool for dynamic customer journey interactions.
- Implemented an LLM evaluation stack using Langfuse and Phoenix to reduce error budget breaches in a simulated production environment.
Skills & Certifications
- AI/ML Solutions
- LLM Pipelines (LangChain, Langfuse)
- Real-Time Telemetry
- MLOps
- Data Architecture
- Python, TypeScript, React/Next.js
- Kubernetes, Docker, Terraform
- GCP, AWS
- Postgres/Supabase
- CI/CD, DevOps
- Technical Program Management
- Agile/Scrum/SAFe
- Product Ownership
- Stakeholder Alignment
- Risk & Budget Management
- Certified Scrum Master (CSM)
- Cloud/Data Certifications (AWS/GCP - In progress)
- Master of Computer Science (Honors), Monash University
- Bachelor of Engineering, Computer Science, University of Melbourne
Interactive Architecture Map
Trace how requests move from edge clients to Gemini, telemetry, and governance.
EdgeClients & Sensors
API GatewayRate limit & Route
Vector DBEmbeddings
GeminiInference Core
TelemetryMetric Bus
GovernancePolicy & Risk
Current Projects in the Pipeline
Python / AI
EFDDH Jira Analytics
Python dashboard surfacing sprint velocity + LLM retros using LangChain. Exec-ready insights.
NLP Automation
AI Resume Tailor
Automated resume tailoring with web scraping & prompt engineering. Matches CVs to JDs instantly.
React / D3
Relationship Timeline
React/TypeScript + D3 customer journey visualiser. Interactive temporal data visualization.
await gmail.fetch();
> Analyzing sentiment...
> Label: Urgent
> Draft created.
_
TypeScript Automation
AI Gmail Manager
Autonomous Gmail triage in TypeScript. Filters, labels, and drafts replies using LLMs.
Latest GitHub work
Featured repos
- btr-demo — BPHS Birth Time Rectification engine.
- jyotish-shastra — Enterprise-grade Vedic Astrology platform.
- rishi-prajnya — AI career guidance platform.
- Birth-Time-Rectifier — AI-driven rectification system.
- Advanced-Prompt-Creator — Privacy-first prompt engineering.
YouTube stream
Latest drops from @vicd0ct. Live coding, algorithm archaeology, telemetry breakdowns.