AI/ML Developer

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Volunteer Position: AI/ML Developer

Company Overview:
The Center for Societal Aspiration (CSA) is a startup 501(c)(3) nonprofit organization committed to supporting vulnerable members of the community, including those facing challenges such as homelessness, addiction, and poverty through socially driven technology.

Position Overview:
We are seeking a highly experienced AI/ML Developer to volunteer and join our technology team. This expert will be instrumental in designing, developing, and deploying machine learning algorithms and AI-driven solutions to support and improve our service delivery. You will work closely with cross-functional teams to create intelligent systems that make meaningful impacts in the lives of individuals in need.

Key Responsibilities:

• AI/ML Solution Development:
  Lead the design and implementation of AI and ML models to optimize decision-making processes, resource allocation, and personalized user recommendations.
• Data Analysis and Preparation:
  Collaborate with the data team to collect, clean, and preprocess large datasets for use in machine learning models.
• Algorithm Development:
  Develop and fine-tune supervised and unsupervised learning algorithms to analyze user behavior, predict outcomes, and enhance platform functionality.
• Model Training and Evaluation:
  Train, test, and evaluate AI/ML models to ensure high accuracy, performance, and scalability.
• AI Integration:
  Integrate AI-driven features into our existing web and mobile platforms, enabling real-time decision-making and personalized service offerings for users.
• Natural Language Processing (NLP):
  Implement NLP models to improve chatbot functionalities and deliver intelligent responses that help users find resources and information more effectively.
• Deep Learning Applications:
  Explore and implement deep learning techniques for tasks such as predictive analytics, image processing, and sentiment analysis.
• Collaboration and Mentorship:
  Work closely with developers, data scientists, and UI/UX teams to integrate AI/ML solutions into the broader technical architecture. Provide mentorship and guidance to junior AI/ML developers and interns.
• Documentation and Best Practices:
  Create detailed technical documentation for AI/ML models and processes, ensuring transparency, reproducibility, and knowledge sharing within the team.

Qualifications:

• Extensive experience in AI and machine learning, including algorithm design, model development, and deployment.
• Strong proficiency with programming languages such as Python, R, or Julia, and experience with AI/ML libraries (TensorFlow, Keras, PyTorch, Scikit-learn, etc.).
• Expertise in data analysis, feature engineering, and model evaluation techniques.
• Knowledge of NLP techniques, neural networks, and deep learning algorithms.
• Experience with AI integration in real-time applications, and familiarity with cloud-based services (AWS, GCP, Azure) for model deployment.
• Strong problem-solving skills, creativity, and the ability to lead projects from conception to implementation.
• Ability to collaborate effectively with cross-functional teams and provide technical mentorship.
• Passionate about nonprofit work and using AI/ML technology to make a positive social impact.

Location:
Remote

Role Type:
Volunteer (Part-time)

Time Commitment:
Approximately 8 hours per week, flexible schedule.