WE SOLVE INFINITYNLP / LLM Scoring
Modern models score news and social text.
CUSTOM SOFTWARE · VIPRASOL
Sentiment Analysis Trading Tool Development
A sentiment analysis trading tool turns news headlines, social posts, and on-chain chatter into structured signals - scoring bullish or bearish sentiment for the assets you trade. We build sentiment pipelines using NLP and LLMs that ingest news and social feeds, score sentiment, and deliver signals or alerts, with honest validation against price.
Agreed scope · Reviewable milestones · Documented handover
BUILT AROUND YOUR REQUIREMENTS
News & Social
NLP / LLM Scoring
Per-Asset Signals
Backtested
THE WORK IN PRACTICEWhat we can build
What we can build
with you.
A sentiment analysis trading tool turns news headlines, social posts, and on-chain chatter into structured signals - scoring bullish or bearish sentiment for the assets you trade. We build sentiment pipelines using NLP and LLMs that ingest news and social feeds, score sentiment, and deliver signals or alerts, with honest validation against price.
Multi-Source
News APIs, X/Twitter, Reddit, and on-chain chatter.
Per-Asset Sentiment
Bullish/bearish scores for your instruments.
Signals & Alerts
Deliver scores as signals or alerts.
Noise Filtering
Filters spam, sarcasm, and bot chatter.
Backtested
Validated against price before you rely on it.
A CLOSER LOOK
Inside sentiment analysis trading tool development.
Our sentiment analysis trading tool development service turns news and social chatter into structured, scored trading signals using NLP and LLMs - validated honestly against price.
Most sentiment is noise or already priced in. We filter spam and sarcasm, score honestly, and backtest signals against price so you know where the edge actually is.
We ingest news, social, and on-chain sources, score per asset, and deliver signals or alerts into your workflow or bot.
Full source ownership, documentation, and support - honest about what sentiment can and cannot do.
THE DELIVERY PROCESSA clear path from
A clear path from
brief to handover.
We agree the requirements and review working milestones together. The process below is adapted to the systems, testing and operating needs of your project.
- 01
Discovery and Scope
We confirm the sources, assets, and how sentiment should map to signals.
- 02
Design and Safeguards
We design honest scoring and guard against noise, sarcasm, and spam.
- 03
Build and Validate
We build the pipeline and backtest sentiment signals against price history.
- 04
Test and Handover
Deployment with alerts or signal delivery, then handover.
BEFORE WE STARTLet’s define
Let’s define
a useful first version.
Share the workflow you want to improve, the platforms you use and any existing code or examples. We’ll work through the requirements, dependencies and acceptance checks with you before proposing a build.
Each custom project is quoted individually. Hosting, external services and ongoing maintenance are made clear in the agreed scope.
Talk through your requirementsPRACTICAL QUESTIONSBefore we
Before we
get started.
Answers to the questions that help define your project.
How much does a sentiment tool cost?
We review your requirements, integrations and delivery scope before preparing a project-specific quote. The proposal sets out the work, milestones and any ongoing costs. Changes are discussed and agreed before additional work begins.
Does news sentiment actually predict price?
We review your requirements, integrations and delivery scope before preparing a project-specific quote. The proposal sets out the work, milestones and any ongoing costs. Changes are discussed and agreed before additional work begins.
What sources can you use?
News APIs, X/Twitter, Reddit, Telegram, and on-chain chatter, scored with NLP/LLM models.
Can it feed my trading bot?
Yes - sentiment scores can be delivered as signals or webhooks into your bot, with risk checks.
Do you sign NDAs?
Always, before any details are shared.
Specialist trading engineers, not generalists.
Tested and validated before you rely on it.
Full source-code ownership, docs, and 30-day support.
Transparent fixed pricing and a 5.0-star Upwork record.
How the work holds together.
We confirm sources and signal mapping, design honest noise-filtered scoring, build the pipeline and backtest against price, then deploy with signal or alert delivery.
LET’S TALK ABOUT YOUR PROJECTWhat would you
What would you
like to build?
Tell us what you need from sentiment analysis trading tool development. We’ll work through the scope and next steps together.