Data Science & Analytics Expert Specializing in Innovative Solutions and Strategic Insights to help companies make informed decisions
Aktualisiert am 12.06.2024
Profil
Freiberufler / Selbstständiger
Remote-Arbeit
Verfügbar ab: 15.06.2024
Verfügbar zu: 100%
davon vor Ort: 10%
Python
Machine Learning
MS Power BI
SQL
Data Analyst
Data Scientist
Selenium
Deep Learning
Tableau
Kubernetes
Atlassian JIRA
MongoDB
MySQL
HTML5
CSS
Node.js
JavaScript
Django
TensorFlow
QGIS

Einsatzorte

Einsatzorte

Karlsruhe (+50km) Stuttgart (+50km) Mannheim (+50km)
Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

9 months
2023-10 - 2024-06

Building of a Crypto Bot Trading based on Machine Learning

Machine Learning Engineer Python
Machine Learning Engineer

Welcome to my latest project ? a cutting-edge artificial intelligence-powered crypto trading bot specifically designed for predictive trading. This bot uses advanced machine learning algorithms to predict market trends and make informed trading decisions in real-time.

Project goals

The main goal of this project is to develop an intelligent trading bot that:

Accuracy: Delivers highly accurate market forecasts.

Automation: Automating the trading process to minimize human errors and maximize efficiency.

Profitability: Maximizing profits through intelligent and data-driven trading decisions.

Technologies and tools

The latest technologies and tools were used to develop this bot:

Artificial Intelligence and Machine Learning: Algorithms for predictive models such as recurrent neural networks (RNNs) and long short-term memory (LSTM) networks.

Programming languages: Python for developing AI models and automating the trading process.

Data processing: Pandas and NumPy for data manipulation and analysis.

Data visualization: Matplotlib and Seaborn to visualize market trends and model performance.

APIs: Use of exchange APIs (e.g. Binance, Coinbase) for real-time data and trade execution.

Cloud Computing: Using AWS to deploy and scale the bot.

functionality

Data acquisition: The bot collects historical and real-time market prices from various cryptocurrency exchanges.

Data preprocessing: The collected data is cleaned, normalized and prepared in a suitable format for modeling.

Model development: Machine learning models are trained to predict future price movements using techniques such as feature engineering and hyperparameter tuning.

Prediction: The bot uses the trained model to predict short-term price movements and make trading decisions.

Trade Execution: Based on the predictions, the bot automatically executes buy and sell orders to profit from market movements.

Continuous learning: The bot regularly updates its models with new data to improve prediction accuracy and adapt to market changes.

Advantages

Time saving: Complete automation of the trading process allows users to save time and focus on other tasks.

Emotion-free trading: Trading decisions are made based solely on data and models, thus avoiding emotional mistakes.

Optimized strategies: Continuous learning and adaptation to market conditions increase the chances of success and profitability.

Conclusion

My AI-based crypto trading bot is an innovative solution for modern cryptocurrency trading. With advanced predictive algorithms and automated trading features, this bot offers an efficient and profitable way to participate in the crypto market. I look forward to further developing this technology and making trading more accessible and successful for all users.

Machine Learning Forecasting Trading Manager
Python
Europortals Pvt. Ltd
Karlsruhe (Baden)
6 months
2023-01 - 2023-06

Web scraping of data and further analysis

Web Scrapper Freelancer Java Selenium WebDriver Selenium
Web Scrapper Freelancer
Successfully completed a web scraping project with more than 10000 records in 2.9 seconds using Selenium WebDriver.

Providing valuable insights and recommendations based on in-depth analysis of used car return claims.
Implemented rigorous A/B testing to evaluate the impact of different strategies, resulting in data-driven insights and optimization recommendations.
Screen Scraping
Java Selenium WebDriver Selenium
Germanportals GbR
Karlsruhe (Baden)
2 years 9 months
2020-01 - 2022-09

Power BI Dashboard

Senior Data Analyst Python MS Power BI
Senior Data Analyst
Provided actionable insights to stakeholders through interactive dashboards and reports developed using Power BI.
Expert level skill in query writing and query optimization for structured datasets, improving efficiency by 90%.
MS Power BI AWS
Python MS Power BI
Accenture Solutions
Bangalore

Aus- und Weiterbildung

Aus- und Weiterbildung

1 year 2 months
2019-11 - 2020-12

Data Science

Diploma, IIIT Bangalore
Diploma
IIIT Bangalore
Tableau
Exploratory Data Analysis (EDA)
Machine Learning
Specialization in Deep Learning
3 years 2 months
2014-07 - 2017-08

Computer Applications

Master of Science, Gauhati University
Master of Science
Gauhati University
Graph Theory
Networking
Web Technology
Design and Analysis of Algorithms
Database Management Systems
Python Programming

Position

Position

Freelancing in the field of Data Analyst, Machine Learning and AI, MS Power BI

Kompetenzen

Kompetenzen

Top-Skills

Python Machine Learning MS Power BI SQL Data Analyst Data Scientist Selenium Deep Learning Tableau Kubernetes Atlassian JIRA MongoDB MySQL HTML5 CSS Node.js JavaScript Django TensorFlow QGIS

Programmiersprachen

Python
Experte
SQL
Experte
JAVA
Fortgeschritten
Machine Learning
Experte
Power BI
Experte

Einsatzorte

Einsatzorte

Karlsruhe (+50km) Stuttgart (+50km) Mannheim (+50km)
Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

9 months
2023-10 - 2024-06

Building of a Crypto Bot Trading based on Machine Learning

Machine Learning Engineer Python
Machine Learning Engineer

Welcome to my latest project ? a cutting-edge artificial intelligence-powered crypto trading bot specifically designed for predictive trading. This bot uses advanced machine learning algorithms to predict market trends and make informed trading decisions in real-time.

Project goals

The main goal of this project is to develop an intelligent trading bot that:

Accuracy: Delivers highly accurate market forecasts.

Automation: Automating the trading process to minimize human errors and maximize efficiency.

Profitability: Maximizing profits through intelligent and data-driven trading decisions.

Technologies and tools

The latest technologies and tools were used to develop this bot:

Artificial Intelligence and Machine Learning: Algorithms for predictive models such as recurrent neural networks (RNNs) and long short-term memory (LSTM) networks.

Programming languages: Python for developing AI models and automating the trading process.

Data processing: Pandas and NumPy for data manipulation and analysis.

Data visualization: Matplotlib and Seaborn to visualize market trends and model performance.

APIs: Use of exchange APIs (e.g. Binance, Coinbase) for real-time data and trade execution.

Cloud Computing: Using AWS to deploy and scale the bot.

functionality

Data acquisition: The bot collects historical and real-time market prices from various cryptocurrency exchanges.

Data preprocessing: The collected data is cleaned, normalized and prepared in a suitable format for modeling.

Model development: Machine learning models are trained to predict future price movements using techniques such as feature engineering and hyperparameter tuning.

Prediction: The bot uses the trained model to predict short-term price movements and make trading decisions.

Trade Execution: Based on the predictions, the bot automatically executes buy and sell orders to profit from market movements.

Continuous learning: The bot regularly updates its models with new data to improve prediction accuracy and adapt to market changes.

Advantages

Time saving: Complete automation of the trading process allows users to save time and focus on other tasks.

Emotion-free trading: Trading decisions are made based solely on data and models, thus avoiding emotional mistakes.

Optimized strategies: Continuous learning and adaptation to market conditions increase the chances of success and profitability.

Conclusion

My AI-based crypto trading bot is an innovative solution for modern cryptocurrency trading. With advanced predictive algorithms and automated trading features, this bot offers an efficient and profitable way to participate in the crypto market. I look forward to further developing this technology and making trading more accessible and successful for all users.

Machine Learning Forecasting Trading Manager
Python
Europortals Pvt. Ltd
Karlsruhe (Baden)
6 months
2023-01 - 2023-06

Web scraping of data and further analysis

Web Scrapper Freelancer Java Selenium WebDriver Selenium
Web Scrapper Freelancer
Successfully completed a web scraping project with more than 10000 records in 2.9 seconds using Selenium WebDriver.

Providing valuable insights and recommendations based on in-depth analysis of used car return claims.
Implemented rigorous A/B testing to evaluate the impact of different strategies, resulting in data-driven insights and optimization recommendations.
Screen Scraping
Java Selenium WebDriver Selenium
Germanportals GbR
Karlsruhe (Baden)
2 years 9 months
2020-01 - 2022-09

Power BI Dashboard

Senior Data Analyst Python MS Power BI
Senior Data Analyst
Provided actionable insights to stakeholders through interactive dashboards and reports developed using Power BI.
Expert level skill in query writing and query optimization for structured datasets, improving efficiency by 90%.
MS Power BI AWS
Python MS Power BI
Accenture Solutions
Bangalore

Aus- und Weiterbildung

Aus- und Weiterbildung

1 year 2 months
2019-11 - 2020-12

Data Science

Diploma, IIIT Bangalore
Diploma
IIIT Bangalore
Tableau
Exploratory Data Analysis (EDA)
Machine Learning
Specialization in Deep Learning
3 years 2 months
2014-07 - 2017-08

Computer Applications

Master of Science, Gauhati University
Master of Science
Gauhati University
Graph Theory
Networking
Web Technology
Design and Analysis of Algorithms
Database Management Systems
Python Programming

Position

Position

Freelancing in the field of Data Analyst, Machine Learning and AI, MS Power BI

Kompetenzen

Kompetenzen

Top-Skills

Python Machine Learning MS Power BI SQL Data Analyst Data Scientist Selenium Deep Learning Tableau Kubernetes Atlassian JIRA MongoDB MySQL HTML5 CSS Node.js JavaScript Django TensorFlow QGIS

Programmiersprachen

Python
Experte
SQL
Experte
JAVA
Fortgeschritten
Machine Learning
Experte
Power BI
Experte

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