Crypto Price Break Analysis BOT Creation

₹100000-500000 INR

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28일 전

₹100000-500000 INR

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I'm seeking a developer to create a sophisticated bot that analyzes tokens from DoxScreene, identifies those most likely to experience a price break, and predicts when these occurrences are likely to happen. The bot will utilize: - Historical price data - Token transaction volumes - Market sentiment data It will interact with: - DoxScreene - Various crypto exchanges - Social media platforms The bot's primary focus will be price trends. Therefore, a strong understanding of price trend analysis and predictive modelling is crucial. Ideal skills and experience for the job include: - Proficiency in bot development - Experience with crypto market analysis - Familiarity with DoxScreene and crypto exchanges - Understanding of sentiment analysis from social media - Expertise in predictive modelling based on historical data This involves incorporating technical analysis, market behaviour metrics, and machine learning for prediction. Steps in simplified form: 1. Identify Key Indicators for Breakouts Volume and Liquidity Metrics: Spikes in trading volume often precede breakouts. Healthy liquidity ensures stability for upward movement. Price Patterns: Detect trends like consolidation, resistance levels, or support levels. Technical Indicators: Relative Strength Index (RSI): Overbought/oversold signals. Moving Averages: Golden cross (short-term moving average crossing above long-term moving average). Bollinger Bands: Price breaking above the upper band. Whale Transactions: Sudden large buy orders or whale activity can indicate a breakout. Market Sentiment: Social media buzz, news, or project announcements. 2. Data Collection Pull data from APIs like Doxscreener, CoinGecko, or Binance API: Price, Volume, Market Cap, and Liquidity. Historical Data for trend analysis. Use Google Trends or Twitter APIs for sentiment analysis. 3. Analytical Features Breakout Detection Logic: Look for patterns like ascending triangles, wedges, or consolidation with shrinking volume. Prediction Timing: Calculate potential breakout timing based on momentum indicators. Example: If RSI is rising sharply and volume spikes, a breakout might occur within hours to days. 4. Machine Learning Prediction Train a predictive model using historical data: Input features: Price trends, volume, liquidity, RSI, and sentiment scores. Output: Probability of breakout within a specific timeframe. Use libraries like scikit-learn or TensorFlow to implement models: Decision Trees, Random Forest, or Recurrent Neural Networks (RNN) for time-series predictions. This project requires a developer who can create a bot that is intelligent and efficient, capable of processing vast amounts of data and making accurate predictions. The bot should provide real-time alerts for its predictions.

Blockchain

Machine Learning (ML)

Python

R Programming Language

Statistical Analysis

프로젝트 ID: 38861089

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27 이 프로젝트에 프리랜서들의 평균 입찰은 ₹303,457 INR입니다.

@sajjadtaghvaeifr

Hello, I trust you're doing well. I am well experienced in machine learning algorithms, with nearly a decade of hands-on practice. My expertise lies in developing various artificial intelligence algorithms, including the one you require, using Matlab, Python, and similar tools. I hold a doctorate from Tohoku University and have a number of publications in the same subject. My portfolio, which showcases my past work, is available for your review. Your project piqued my interest, and I would be delighted to be part of it. Let's connect to discuss in detail. Warm regards. please check my portfolio link: https://www.freelancer.com/u/sajjadtaghvaeifr

₹200,000 INR 7일에

4.9

(51 건의 리뷰)

7.0

@ahmadkamaleddin

I develop AI chatbots integrated with platforms, enhancing user interaction and data automation. I’ve built platforms that manage real-time data, executing trades based on pre-set conditions while providing clear insights. With this expertise, I create solutions that simplify complex processes and improve user engagement. Let me know if this works for you, and feel free to ask if you need more details!

₹300,000 INR 7일에

5.0

(5 건의 리뷰)

3.9

@MQamar123

With my extensive 7-year background in software development, including solid experience in Python, I am the expert you need to build and deploy your Crypto Price Break Analysis Bot. I possess an in-depth understanding of the crypto market, which includes comprehensive knowledge of analytical tools like DoxScreene and crypto exchanges. Furthermore, my capabilities span across sentiment analysis from social media platforms, predictive modelling based on historical data, and machine learning. To simplify, my approach to this project involves capturing key indicators for breakouts - volume and liquidity metrics, price patterns, technical indicators like RSI, moving averages and Bollinger Bands, whale transactions and market sentiment - thereby developing a robust breakout detection logic keeping data quality benchmarks intact. I also ensure handling large datasets gracefully for real-time trend predictions. Additionally, my knowledge extends to drawing data from APIs like Doxscreener, CoinGecko or Binance API, as well as using Google Trends or Twitter APIs for sentiment analysis. To optimize your bot's performance with intelligence and efficiency, I will employ libraries like scikit-learn or TensorFlow implementing models like decision trees, random forest or RNNs for time-series predictions.

₹100,000 INR 7일에

3.5

(19 건의 리뷰)

5.7

@kingxanda

Hey, Thanks for your post. I'v read your description carefully. I have relevant experience I can help. some of my skills are: Smart Contracts, Ethereum, Blockchain, Metamask and React.js Hope you're having a nice day my friend :)

₹300,000 INR 7일에

4.8

(7 건의 리뷰)

4.1

@iradoicic04

✋ Hi, there. I can develop an intelligent bot that effectively analyzes token data from DoxScreene, predicts price trends, and identifies opportunities for price breaks. ✔️ I have experience in bot development and crypto market analysis, combining predictive modeling with sentiment analysis for actionable insights. I will integrate DoxScreene and crypto exchanges to pull historical price data, transaction volumes, and sentiment from social media. Using advanced algorithms, the bot will identify patterns and generate predictions on price trends. The solution will be robust, scalable, and tailored for precision. Let’s chat! - Ilija

₹300,000 INR 7일에

5.0

(4 건의 리뷰)

4.0

@umaidfaisal009

With proficiency in Python, machine learning, and blockchain analytics, I will create a bot that effectively integrates with platforms like DoxScreene and leading crypto exchanges to analyze price trends, transaction volumes, and market sentiment. Leveraging advanced predictive modeling and technical analysis, the bot will identify potential breakout opportunities and deliver real-time alerts to enhance decision-making. My approach includes implementing machine learning algorithms like Random Forest and RNN for accurate predictions, utilizing APIs (e.g., CoinGecko, Binance), and incorporating sentiment analysis from platforms like Twitter. The bot will provide a user-friendly interface, actionable insights, and scalability to adapt to evolving market dynamics. With my proven track record in crypto analytics and bot development, I am confident in delivering a high-performance tool that exceeds expectations. Let’s discuss your project further to ensure its success within the specified timeline and budget.

₹350,000 INR 21일에

4.7

(4 건의 리뷰)

4.0

@RomanSattar

Hello There! As a cybersecurity expert, I will develop a precise and efficient bot to analyze DoxScreene data, predict token price breakouts, and provide real-time alerts. Please see my recent Similar project here: https://www.freelancer.com/projects/metatrader/Automated-Trading-Bot-for-MetaTrader-38757064/reviews Using advanced analytics, machine learning, and sentiment analysis, I will deliver a solution tailored to your requirements, ensuring accurate predictions and actionable insights. Best Regards, Roman S.

₹200,000 INR 3일에

5.0

(5 건의 리뷰)

3.0

@letsUnlockAI

With a project as intricate as this, my multidimensional skill set, honed through years of experience and formal education in AI and ML, aligns perfectly with your needs. I have a proven track record of creating intricate bots, including chatbots and web scrapers that adeptly integrate APIs for seamless data collection. In addition to this, I've worked extensively with tools like TensorFlow and scikit-learn for predictive modeling - a key requirement for your project to detect price break patterns. Considering your approach of using historical data and sentiment analysis to predict breakouts, I'm confident in my ability to design a sophisticated system powered by ML algorithms that can provide actionable insights efficiently.

₹100,000 INR 7일에

5.0

(1 건의 리뷰)

2.4

@murtuza90

Hi Anyesha, With over 12 years of experience in Python development, machine learning, and cryptocurrency market analysis, I am confident in my ability to build a sophisticated bot that will meet your requirements. Approach: Breakout Detection: The bot will analyze volume spikes, price patterns (e.g., resistance levels), and whale transactions to predict potential price breakouts. Data Collection: APIs from DoxScreener, CoinGecko, Binance, and social media platforms (e.g., Twitter, Google Trends) will be integrated to gather historical price data, volume, liquidity, and sentiment. Predictive Modeling: Using machine learning algorithms like decision trees, random forests, or RNNs (Recurrent Neural Networks), the bot will predict breakout timings based on past trends. Real-Time Alerts: The bot will provide immediate notifications on predicted breakouts to support decision-making. Market Sentiment Analysis: The system will factor in sentiment from social media and news to enhance prediction accuracy. With expertise in Python, machine learning, and blockchain, I can develop an intelligent bot that processes large datasets and provides accurate predictions. Let’s connect and discuss how we can implement this solution for your crypto trading needs. Best regards, Murtuza

₹300,000 INR 7일에

5.0

(1 건의 리뷰)

1.3

@thanhanwq

Given my expertise in blockchain development and Python, I am confident that I can create the sophisticated bot you are looking for to analyze tokens and predict price breaks. I am well-versed in handling historical price data, understanding token transaction volumes, and utilizing market sentiment data. My skills extend even further with a deep knowledge of DoxScreene and crypto exchanges, essential for the success of this project. Moreover, my experiences have exposed me to predictive modeling based on historical data and machine learning, providing an excellent foundation for this task. My approach involves incorporating technical analysis, understanding market behavior metrics, and utilizing machine learning for accurate predictions. The itinerary steps mentioned in the project description quite mirror the ones included in my algorithm development process. This kind of symmetry reduces errors and improve your token identification's stability. As a developer with a profound grasp of frontend technologies (comparable to Javascript HTML5/CSS3 Responsive Design), backend frameworks (notably Node.js Django & Flask) and Database management systems ranging from MySQL PostgreSQL MongoDB SQLite. You can rest assured that I will be able to implement all the necessary API pullings from Doscreen, CoinGecko, Binance API while also integrating other important third party tools like Google Trends or Twitter API for sentiment analysis. Lets' connect via chat. Thanks

₹300,000 INR 7일에

5.0

(1 건의 리뷰)

0.6

@CodeniaTechno

Hello Anyesha, We are Codenia Technologies LLP, with over 10 years of experience in Blockchain and Python. We have carefully reviewed your project requirements for creating a sophisticated bot that analyzes tokens from DoxScreene, predicts price breaks, and interacts with various platforms. To achieve this, we will identify key indicators for breakouts, collect data from APIs like DoxScreener and CoinGecko, and incorporate analytical features like breakout detection logic and prediction timing. Additionally, we will implement machine learning models using libraries like scikit-learn or TensorFlow for accurate predictions. We would like to connect with you further to discuss your project in detail and provide a tailored solution. Thanks, Rupesh Kumar

₹300,000 INR 1일에

0.0

(0 건의 리뷰)

0.0

@debkumarlab

Having a decade-long immersion in the IT industry, my track record and expertise make me your ideal candidate for constructing this sophisticated crypto analysis bot. My proficiencies in Blockchain, Machine Learning (ML), and Python align perfectly with your project requirements. Familiarity with APIs like Doxscreener, CoinGecko, Binance, and harnessing tools like scikit-learn or TensorFlow complements my skill set further. With solid experience in predictive modelling based on historical data, I can integrate technical analysis, market behaviour metrics, and machine learning to deliver superior predictive outputs. Applying data-driven techniques to analyze price trends including transaction volumes & sentiment from multiple sources is my specialty. Developing intelligent performance matrices like breakout detection logic and prediction timing is one of the paramount challenges I enjoy tackling to optimize results. Given that, I strive to stay updated with rising technologies, full-stack development among them such as: REACT NATIVE,FLUTTER,KOTLIN,MERN STACK and to manifest those ideas into result-oriented digital solutions. lets connect to discuss. Regards, Deb K

₹300,000 INR 15일에

0.0

(0 건의 리뷰)

0.0

@garishbulandi7

I am excited to present this proposal for developing an advanced cryptocurrency bot that analyzes tokens on DoxScreene, identifies the most likely price breakouts, and predicts when these events are likely to occur. The bot will leverage historical price data, token transaction volumes, and market sentiment to provide actionable insights for potential price movements. This will enable traders and investors to capitalize on price trends and improve their decision-making. The bot will focus on identifying key indicators of price breakouts, using a combination of technical analysis, market behavior metrics, and predictive modeling. It will pull data from various sources, analyze it using machine learning models, and send real-time alerts for its predictions. 1. Key Indicators for Breakout Detection: The bot will analyze various indicators to detect potential price breakouts, such as: Volume and Liquidity Metrics: Spikes in trading volume often precede breakouts. Healthy liquidity is essential for price stability and upward movement. Price Patterns: Detect trends such as consolidation, resistance, and support levels. Technical Indicators: Relative Strength Index (RSI): Identifying overbought and oversold signals. Moving Averages (MA): Detecting crossovers like the "golden cross" (short-term moving average crossing above the long-term moving average). Bollinger Bands: Price movements breaking above or below the upper/lower bands.

₹300,000 INR 7일에

0.0

(0 건의 리뷰)

0.0

@nextgenpred

First of all, thanks for taking the time to read this bid. Second, let me itemize for you why I am the right fit for your project: -We are a company that dedicates to the implementation of AI at different levels. -4 AI/ML engineers will be at your disposal for the completion of the project, payment when you are satisfied with our solution. -We have experience in what you are looking for, sentiment analysis included, I have a few questions about this project though, let's chat. -Lastly and most important, your satisfaction with the solution goes first, that's why while we progress on the project you'll receive constant updates and we'll continue with your approval and what suits the best for what you need. Thanks again for your time, have an amazing week, Darwin

₹450,000 INR 30일에

0.0

(0 건의 리뷰)

0.0

@ZhMargDev

Hello. I am interested in your order and I offer my candidacy for its implementation. I offer process automation services that will help you increase efficiency and reduce costs. My skills include developing scripts and bots in Python, C and C++, as well as using tools such as Selenium and Beautiful Soup to automate data collection from sites, QT and its libraries or web solutions to create a graphical interface for more convenient management. I create solutions that automate routine tasks and allow you to focus on more important aspects of your business. My experience with various technologies and tools allows me to create comprehensive and reliable automation solutions. I also have experience with cloud platforms such as AWS, GCP and Azure, which allows me to develop solutions using serverless architecture and microservices, CI / CD to automate application deployment on the server, and I can also develop automated tests for your applications, automated security checks. I guarantee high code quality and thorough testing of each project.

₹200,000 INR 7일에

5.0

(1 건의 리뷰)

0.0

@Martinez9400

Por qué soy ideal para este proyecto Como desarrollador con experiencia en la creación de bots sofisticados y con un profundo entendimiento del mercado de criptomonedas, estoy completamente capacitado para liderar este proyecto. Tengo las habilidades necesarias para analizar tendencias de precios, implementar modelos predictivos avanzados y crear un sistema eficiente para procesar datos en tiempo real. Mi experiencia incluye: • Desarrollo de bots: He diseñado e implementado bots para análisis y automatización, optimizados para manejar grandes volúmenes de datos y realizar tareas complejas de manera eficiente. • Análisis de criptomercados: Estoy familiarizado con plataformas como DoxScreene, CoinGecko y Binance, así como con las métricas clave necesarias para identificar patrones de comportamiento en los tokens. • Modelado predictivo y aprendizaje automático: Cuento con experiencia utilizando bibliotecas como TensorFlow y scikit-learn para entrenar modelos basados en datos históricos, empleando técnicas como redes neuronales recurrentes (RNN) para predicciones precisas en series de tiempo. • Análisis de sentimientos en redes sociales: He trabajado con herramientas y APIs como Twitter y Google Trends para captar el pulso del mercado a través de datos no estructurados, lo que resulta esencial para anticipar movimientos basados en rumores y tendencias sociales.

₹300,000 INR 7일에

0.0

(0 건의 리뷰)

0.0

@masterraju686

With over a decade of experience in software development and having worked extensively on projects involving predictive modeling, I believe I can create the cryptocurrency price-break analysis bot you're looking for. I can expertly navigate the APIs needed for this project such as DoxScreene, CoinGecko, or Binance API to pull valuable data. My proficiency in machine learning libraries such as scikit-learn or TensorFlow will enable me to build a predictive model based on various technical indicators and historical data. Understanding the importance of accuracy and efficiency in a bot of this nature, my team at GlobalGeek Infotech ensures all our solutions are intelligent and capable of handling enormous datasets. We'll use the latest tools and techniques to detect key indicators for breakouts and retrieve relevant historical information for trend analysis. Implementing machine learning algorithms like decision trees and RNNs for time-series predictions, we'll help your bot identify potential breakouts with high probability. Lastly, we realize that real-time information is vital when it comes to cryptocurrencies. With that in mind, we can provide you with an alert system that responds swiftly to any potential breakouts detected by your bot. Trust me to deliver a sophisticated solution that effectively utilizes historical price data, transaction volumes,

₹300,000 INR 70일에

0.0

(0 건의 리뷰)

0.0

@FireBee2022

I am eager to develop a sophisticated bot tailored to analyze tokens on DoxScreene and predict price breakouts with precision. The bot will leverage historical price data, transaction volumes, and market sentiment to provide real-time alerts, ensuring actionable insights for breakout opportunities. Key features will include: Data Integration: Utilizing APIs from DoxScreene, CoinGecko, Binance, and social platforms like Twitter for comprehensive data collection, including price trends, transaction volumes, and sentiment analysis. Breakout Detection: Implementing logic to identify technical patterns such as RSI movements, Bollinger Bands, and consolidation patterns, alongside monitoring whale transactions and social buzz for early breakout signals. Predictive Modeling: Employing machine learning techniques like Random Forests and RNNs to analyze historical trends and predict breakout probabilities within specific timeframes. Real-Time Alerts: Providing instant notifications for potential breakouts, enabling timely decision-making. With expertise in bot development, crypto market analysis, and predictive modeling, I will deliver a solution that is efficient, intelligent, and user-friendly. My approach ensures accurate predictions by combining technical analysis, market metrics, and sentiment data. This bot will be a powerful tool for identifying and acting on emerging opportunities in the crypto market.

₹450,000 INR 7일에