Data Science Freelancer

Sai Prasanna Kumar Kumaru

(0)

Starting at

/hr

About this service

Summary

As a Data Scientist, my services encompass a wide range of expertise and capabilities. I specialize in leveraging machine learning and deep learning techniques to extract valuable insights and solve complex problems. Here's a detailed breakdown of the services I can provide:

Data Analysis and Exploration: I can help you analyze and explore your data to uncover patterns, trends, and hidden insights. This involves data preprocessing, feature engineering, and statistical analysis to gain a comprehensive understanding of your data.

Machine Learning Model Development: I have extensive experience in developing and implementing machine learning models. Whether it's classification, regression, clustering, or recommendation systems, I can build models tailored to your specific requirements.

Deep Learning and Neural Networks: I am proficient in developing and deploying deep learning models using popular frameworks such as TensorFlow, Keras, and PyTorch. This includes image classification, object detection, natural language processing, and sequence generation tasks.

Model Evaluation and Optimization: I can assess the performance of your models using appropriate evaluation metrics and fine-tune them to achieve optimal results. This involves hyperparameter tuning, cross-validation, and ensemble techniques to improve model accuracy and generalization.

Data Visualization and Reporting: I can create visually appealing and informative data visualizations using tools like Matplotlib, Tableau, and Excel. These visualizations help in conveying complex insights and results in an easily understandable manner.

Data Pipeline Development: I have hands-on experience in building end-to-end data pipelines for efficient data processing, transformation, and integration. This ensures seamless data flow from various sources to the model training and deployment stages.

Deployment and Integration: I can assist in deploying machine learning models into production environments, whether it's on-premises or on cloud platforms like AWS and GCP. This includes model serving, API development, and integration with existing systems.

Model Monitoring and Maintenance: I provide ongoing support to monitor model performance, detect anomalies, and retrain models as needed. This ensures that your models stay up-to-date and continue to deliver accurate results over time.

Overall, my goal is to deliver high-quality data science solutions that address your specific needs, provide valuable insights, and drive tangible business outcomes. I am adept at collaborating with clients, understanding their requirements, and delivering results in a timely manner.

What's included

Data Science
With my expertise and project experience, I can deliver exceptional work in freelancing projects as a Data Scientist. I have a strong background in developing ML and DL algorithms for sales predictions, recommendation engines, sentiment analysis, and facial expression synthesis. I have successfully improved code efficiency, optimized resource allocation, and integrated ML solutions into existing setups. I am proficient in Python, Pandas, SQL, TensorFlow, and have hands-on experience in building production-level machine learning pipelines. Additionally, I possess skills in frameworks like TensorFlow, Keras, PyTorch, and technologies such as AWS, GCP, and Docker.

Example projects

Facial Expression synthesis from Sketch

GitHub - sqiprasanna/climate_change_tweets_sentiment_analysis

GitHub - sqiprasanna/music_recommendations

Skills and tools

Data Scientist

Data Analyst

ML Engineer