Innovative Product Manager with a robust foundation in data science and 3+ years of experience leading product development from ideation to launch. Adept at bridging business and technology, with a passion for AI, analytics, and building scalable solutions.
- Drive secure, scalable data products at Chumba Labs
- Lead AI-powered price prediction and analytics for trading markets
- Collaborate with cross-functional teams to deliver impactful solutions
- Research and implement cutting-edge AI technologies
Founded in August 2021, Chumba Labs began by safeguarding data for AI giants like OpenAI. Today, we're building open-source AI solutions and experimenting with decentralized technologies to enhance productivity and create accessible innovation for everyone.
Our Focus:
- Open-source AI development and research
- Decentralized technology experimentation
- Data security and infrastructure for AI applications
- Making AI innovation accessible to all
- Python: Pandas, NumPy, Flask, FastAPI, Scikit-learn, PyTorch
- JavaScript: Frontend and backend development
- Rust: Systems programming and performance-critical applications
- R: Statistical analysis and data visualization
- SQL: Database design and complex queries
- AWS: EC2, S3, Lambda, RDS, CloudFormation
- Azure: Virtual Machines, Blob Storage, Azure Functions
- GCP: Compute Engine, Cloud Storage, BigQuery
- Docker: Containerization and deployment
- Machine Learning: Supervised and unsupervised learning algorithms
- Data Engineering: ETL pipelines, data warehousing, stream processing
- Large Language Models: Fine-tuning, prompt engineering, RAG systems
- Data Visualization: Matplotlib, Plotly, Dash, Seaborn
- Analytics: Statistical modeling, A/B testing, predictive analytics
| Project | Description | Tech Stack |
|---|---|---|
| Deriv Trading Analytics Dashboard | Real-time trading metrics and insights | Python, FastAPI, Plotly, WebSockets |
| Ellie Voice Model | Conversational AI for speech applications | PyTorch, Transformers, TTS |
| Pebble Analytics | AI- Agent based forecasting for crypto, stocks, forex | Python, LSTM, TensorFlow, LLMs, Docker, Pandas |
| Premier League Predictive Model | Sports analytics for fan engagement | Scikit-learn, XGBoost, Data Analysis |
