You will get Economic Turning Point Signal 3 Months in Advance
Top Rated
Top Rated
Project details
You will get a forward-looking economic signal that identifies turning points up to 90 days ahead of official data—based on a proprietary model tailored to your selected region and objective. This is a one-time delivery unless retained.
I am a PhD economist and AI strategist trusted by hedge funds, public agencies, and multilateral institutions. My role is to deliver decision-grade insight—structured outputs, not speculative forecasts. You receive a cleaned dataset and a strategy-grade memo explaining methodology, signal behavior, and application constraints.
This product is not a generic ML forecast. It is a precision-built, scoped indicator to support real decisions—policy timing, capital reallocation, risk posture adjustment—before lagging metrics react.
I am a PhD economist and AI strategist trusted by hedge funds, public agencies, and multilateral institutions. My role is to deliver decision-grade insight—structured outputs, not speculative forecasts. You receive a cleaned dataset and a strategy-grade memo explaining methodology, signal behavior, and application constraints.
This product is not a generic ML forecast. It is a precision-built, scoped indicator to support real decisions—policy timing, capital reallocation, risk posture adjustment—before lagging metrics react.
Machine Learning Tools
Amazon SageMaker, ArcGIS, Azure Machine Learning, ChatGPT, GPT-3, NumPy, pandas, Python, PyTorch, scikit-learn, TensorFlow, XGBoostWhat's included
| Service Tiers |
Starter
$1,800
|
Standard
$3,600
|
Advanced
$6,000
|
|---|---|---|---|
| Delivery Time | 10 days | 14 days | 21 days |
Number of Revisions | 1 | 2 | 2 |
Number of Model Variations | 1 | 1 | 2 |
Number of Scenarios | 1 | 1 | 1 |
Number of Graphs/Charts | 0 | 4 | 6 |
Model Validation/Testing | |||
Model Documentation | |||
Data Source Connectivity | - | - | |
Source Code | - | - | - |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$1,000 - $2,400
Additional Revision
+$300
Additional Scenario
(+ 4 Days)
+$1,000
Additional Graph/Chart
(+ 1 Day)
+$300
Executive Summary Deck
(+ 3 Days)
+$600
Methodology Deep Dive
(+ 4 Days)
+$900
Live Strategic Call (1h)
(+ 10 Days)
+$1,000Frequently asked questions
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IL
Ilona L.
Dec 11, 2024
Estimate of changes / Financial analysis
Great work. Precise, on time and always answering to additional questions.
HC
Ho Nam C.
Nov 27, 2024
Network modelling of depression scale across groups
HC
Ho Nam C.
Nov 27, 2024
Statistics consulting for research projects
TK
Tom K.
Nov 21, 2024
Improve Economics Research Paper: Tesla's market presence in Vancouver's EV Market
IM
Ibrahim M.
Nov 8, 2024
GARCH Estimation and Financial Engineering
Marcelo was very helpful. He is knowledgeable, experienced, and professional. I highly recommend him.
About Marcelo
The AI Economic Strategist | Indicators, Causal Models, AI Agents
100%
Job Success
Sao Paulo, Brazil - 8:57 am local time
As a PhD economist and AI expert, I build forward-looking indicators, AI agents causal models that reveal economic turning points 3–6 months ahead of official statistics—and validate them with high correlation. I’ve uncovered billions in public-fund misuse by merging unconventional datasets, and my prompt-engineering playbooks now guide workflows inside multiple client firms.
Engagements begin with a 60-minute diagnostic call, proceed through a scoped proposal, data audit, and milestone deliveries— memo, dashboards—culminating in a debrief and hand off. I respond within 24 hours on business days, and offer an optional monthly retainer for indicator updates and GPT maintenance. Message me to schedule your strategy call.
Key Deliverables
• AI Economic Agents – Autonomous GPT/LangChain stacks that cut analyst hours ≥ 70 %
• Alt Data Index Design – Boost alpha by up to 15 % with nontraditional signals
• Regulatory RAG Systems – Cut review cycles 80 % with traceable AI-based retrieval
• AI Accelerated Forecasting – Drop RMSE by ≈ 66 % in economic models
• Synthetic Microdata Generation – Enable safe benchmarking with zero PII leakage
• GPT Workflow Integration – Raise team productivity 50 % via custom AI tooling
Trusted by multilateral banks, federal and state agencies, global hedge funds, and Brazil’s leading firms in agriculture, banking, consumer goods, and manufacturing—across forecasting, infrastructure, policy, and AI automation initiatives.
Steps for completing your project
After purchasing the project, send requirements so Marcelo can start the project.
Delivery time starts when Marcelo receives requirements from you.
Marcelo works on your project following the steps below.
Revisions may occur after the delivery date.
Diagnostic alignment & data scan
Review your use case, confirm key assumptions, and validate data availability across internal and public sources.
Forecast model configuration
Design the forward indicator based on your region and scope, blending proprietary methods with high-frequency signals.