Consultation Services
Quantitative Trading Systems Built to Perform
ML model development, risk infrastructure, and end-to-end system
deployment from a practitioner who builds and trades these systems daily.
CMT
Candidate
Services
Engagement Models
Three ways to work together. Every engagement begins with a
paid discovery session to assess scope, feasibility, and fit.
Strategy Session
Trading System Review
$500
MSc
- Strategy architecture review and edge assessment
- Backtest methodology validation
- Risk management and position sizing analysis
- ML model selection guidance
- Written recommendations within 48 hours
- One follow-up email exchange included
System Audit
Full Trading System Audit
$3,500 — $7,500
scoped to system complexity
- Complete codebase and architecture review
- Backtest integrity (walk-forward, Monte Carlo)
- Signal quality and feature engineering review
- Risk infrastructure evaluation (VaR, drawdown, Sharpe)
- Execution logic and slippage modeling
- Detailed audit report with prioritized fixes
- 2-hour debrief session included
- 30-day email support post-delivery
Enterprise
Custom System Development
$15,000+
project-based · SOW required
- End-to-end algorithmic trading system build
- ML ensemble pipeline (LSTM, GRU, XGBoost, LightGBM)
- Broker API integration (IBKR, Alpaca, Rithmic)
- Real-time execution with dynamic stop/TP logic
- Performance dashboard and monitoring
- Options flow and gamma analysis tools
- Full documentation and codebase transfer
- 90-day post-delivery support
Ongoing Advisory
$5,000
per month · 3-month minimum
Three ways to work together. Every engagement begins with a
paid discovery session to assess scope, feasibility, and fit.
- Up to 10 hours of dedicated consultation per month
- Priority access — 24-hour response guarantee
- Ongoing strategy optimization and system iteration
- Weekly market regime briefings
- Code reviews and architecture guidance
- Direct Slack / Telegram channel access
- Quarterly performance review and recalibration
- Unused hours do not roll over
Capabilities
What I Build
Quantitative systems from concept through live deployment.
01
Strategy Architecture
Entry/exit logic, regime detection, multi-timeframe signal aggregation, Smart Money Concepts, and Elliott Wave systematic frameworks.
02
ML Prediction Pipelines
LSTM, GRU, XGBoost, LightGBM, Random Forest ensembles with 50+ indicators, time-series cross-validation, and walk-forward optimization.
03
Backtesting Infrastructure
Custom Python frameworks with realistic transaction costs, slippage modeling, Monte Carlo simulation, and institutional risk metrics.
04
Risk Management
Dynamic position sizing, correlation-based exposure limits, volatility targeting, drawdown controls, and automated kill switches.
05
Execution & Integration
Interactive Brokers, Alpaca, Rithmic, Binance connectivity. Real-time feeds, order management, and execution analytics.
06
Options Flow Analysis
Gamma exposure scanners, put/call scoring, unusual activity detection, sweep classification, and real-time sentiment dashboards.
Process
How Engagements Work
01
Discovery Call
30-minute paid intro ($250) to assess your current system, goals, and scope. Delivers immediate value.
02
Proposal & SOW
Within 5 business days — detailed scope of work with deliverables, timeline, milestones, and fixed pricing.
03
Build & Iterate
Execution with milestone check-ins. Full visibility at every stage. Code documented, tested, and delivered per SOW.
04
Delivery & Support
Final deliverables, documentation handoff, debrief session. All IP transfers to you upon final payment.
Background
My technical foundation spans LSTM/GRU neural networks, XGBoost/LightGBM ensembles, Smart Money Concepts, Elliott Wave analysis, volume profiling, and options flow analysis. The proprietary VolanX Trading System combines these into a unified execution framework actively validated through institutional prop trading challenges.
I’m pursuing dual graduate degrees — an MBA in AI & Business Analytics (4.0 GPA, Keller Graduate School) and an MSc in Financial Engineering (WorldQuant University) — while preparing for the CMT Level 1 examination. This academic rigor informs every consulting engagement.
I believe in showing the work. My analysis is published daily on TradingView and LinkedIn. I trade the systems I build.
Capabilities
MBA, AI & Business Analytics
Keller Graduate School · 4.0 GPA · Sept 2026
MBA, AI & Business Analytics
Keller Graduate School · 4.0 GPA · Sept 2026
MBA, AI & Business Analytics
Keller Graduate School · 4.0 GPA · Sept 2026
MBA, AI & Business Analytics
Keller Graduate School · 4.0 GPA · Sept 2026
MBA, AI & Business Analytics
Keller Graduate School · 4.0 GPA · Sept 2026
MBA, AI & Business Analytics
Keller Graduate School · 4.0 GPA · Sept 2026
Terms
Engagement Terms
Payment Terms
- Discovery call: $250, due before scheduling
- Strategy sessions: Full payment before session
- Audits: 50% deposit at SOW, 50% on delivery
- Enterprise: 40% deposit, 30% midpoint, 30% delivery
- Retainers: Full month due 1st, billed in advance
- Accepted: Wire, ACH, Zelle, crypto (BTC/ETH/USDC)
- All payments in USD unless agreed in writing
Intellectual Property
- Custom code transfers to client on final payment
- WaverVanir retains no license to client work
- Pre-existing IP (VolanX core) excluded unless SOW specifies
- Client grants no IP rights through engagement
- Open-source components retain original licenses
Confidentiality
- Mutual NDA before proprietary information shared
- Client strategies, code, and data never disclosed
- WaverVanir will not use client data for trading
- Engagement reference only with written permission
Cancellation & Refunds
- Discovery call: Non-refundable once scheduled
- Sessions: 48-hour notice for full refund
- Projects: Deposit non-refundable post-SOW execution
- Retainers: 30-day written notice, no proration
- Client may terminate for cause (14-day cure period)
Scope & Revisions
- Scope changes require written SOW amendment
- Out-of-scope work: $500/hour
- Two revision rounds per deliverable included
- Additional revisions at hourly rate
- Client-caused delays do not constitute breach
Limitation of Liability
- Services are technical and educational only
- Not a registered investment advisor or broker-dealer
- No guarantee of trading profitability
- Client assumes all risk for live trading
- Max liability: fees paid for specific engagement
- WaverVanir carries professional liability insurance
Get Started
Let's discuss your
trading approach
Every engagement begins with a paid discovery session. No free calls, no vaporware — focused, actionable guidance from the first conversation.