Finance + ML sprints that ship
Student‑led Finance + ML sprints. Baselines in days, not quarters.
Example trend: lower refund rate after implementing anomaly checks. (Synthetic data.)
What we build
Fixed‑scope sprints with clear deliverables. No endless retainers.
Forecast‑in‑a‑Box
Revenue / demand / cash‑flow forecasts with baselines (Prophet/ARIMA/XGBoost), backtests, and a dashboard.
- 2‑3 weeks
- Notebook + Streamlit
- Alerts + sanity checks
Fraud & Anomaly Quickstart
Rules + anomaly detection (isolation forest / autoencoder) on transactions, payouts, returns.
- 2‑3 weeks
- Top‑20 cases flagged
- Monitoring notebook
Synthetic Finance Data Lab
Privacy‑first tabular/time‑series synthesis (CTGAN / diffusion) with leakage tests and utility validation.
- 2‑4 weeks
- Synthetic dataset
- Validation report
Proof, not promises
We ship a baseline fast, backtest against your data, and keep the math honest. You’ll get a short Loom walkthrough and a tidy handover.
Synthetic demo only. We’ll run your historicals in the audit.
Our process
30‑min call + SOW one‑pager.
Dataset sample + first model/logic.
Sanity checks + ROI math.
Docs, video, 14‑day warranty.
Pricing
Fixed scope. No hourly surprises.
- Data readiness checks
- Baseline chart + risks
- Backlog of next steps
Taxes extra if applicable. Payment links provided for Diagnostics only. Builds/retainers via invoice.
FAQ
Are you investment advisors?
No. We provide analytics & engineering services only, not investment advice. We are not SEBI‑registered.
How do you access data?
Read‑only accounts, masked PII where possible, credentials stored via environment secrets. We delete working copies within 15 days of handover.
What do I actually get at the end?
Notebooks, a small dashboard/app, a short Loom walkthrough, and a one‑pager explaining results, assumptions, and next steps.
What tech stack do you use?
Python, scikit‑learn, XGBoost/LightGBM, Prophet/ARIMA, FastAPI/Streamlit, Evidently, MLflow. For synthetic data: SDV/CTGAN/diffusion.
Book a 30‑minute audit call
We’ll assess feasibility, define success, and propose a fixed‑scope sprint. No pressure, no jargon soup.
We confirm every payment by email. You’ll receive an invoice PDF within 24 hours.