You will get AI-Based Stock Forecasting & Portfolio Recommendation Tool


Project details
I’ll build a machine learning-based stock recommendation system that uses financial forecasting (LSTM) and sentiment analysis (FinBERT) to rank stocks based on both performance and market sentiment. The goal is to provide clear, data-driven insights to help you decide which stocks to prioritize.
Depending on the package, you'll get predictions tailored to your preferences — including sector focus, risk level (e.g., growth, balanced, conservative), and output format. The final results include a ranked list of stocks and, if applicable, supporting visuals, documentation, or source code.
This is a good fit if you're looking to experiment with ML-powered stock filtering without building a full system yourself. I’ll handle the model setup, run it on recent data, and return a focused output based on what you're looking for.
If you need additional customization or have a specific use case in mind, feel free to reach out before placing an order.
Depending on the package, you'll get predictions tailored to your preferences — including sector focus, risk level (e.g., growth, balanced, conservative), and output format. The final results include a ranked list of stocks and, if applicable, supporting visuals, documentation, or source code.
This is a good fit if you're looking to experiment with ML-powered stock filtering without building a full system yourself. I’ll handle the model setup, run it on recent data, and return a focused output based on what you're looking for.
If you need additional customization or have a specific use case in mind, feel free to reach out before placing an order.
Machine Learning Tools
BERT, pandas, PythonWhat's included
| Service Tiers |
Starter
$60
|
Standard
$120
|
Advanced
$200
|
|---|---|---|---|
| Delivery Time | 3 days | 5 days | 7 days |
Number of Revisions | 1 | 2 | 3 |
Number of Model Variations | 1 | 1 | 2 |
Number of Scenarios | 1 | 2 | 3 |
Number of Graphs/Charts | 2 | 4 | 5 |
Model Validation/Testing | |||
Model Documentation | - | ||
Data Source Connectivity | - | ||
Source Code | - | - |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$30 - $50
Additional Model Variation
(+ 2 Days)
+$25
Additional Graph/Chart
(+ 1 Day)
+$10
Model Documentation
(+ 1 Day)
+$15About Karan
AI Engineer | Stock Forecasting, Text Analysis & Predictive Models
Brampton, Canada - 8:16 pm local time
Steps for completing your project
After purchasing the project, send requirements so Karan can start the project.
Delivery time starts when Karan receives requirements from you.
Karan works on your project following the steps below.
Revisions may occur after the delivery date.
Review client requirements and select relevant features
I'll analyze your goals (sector, risk level, etc.) and prepare the input data pipeline accordingly.
Build and run prediction models (LSTM + Sentiment)
I'll apply my pre-trained models or fine-tune a custom pipeline based on your request, using financial and sentiment data.


