Writing
Technical articles published on Medium and other platforms.
- Computer Vision
Medium · Nov 2022
Dynamic creative optimization using computer vision and image analysis for interactive mobile advertising.
- Web 3: Real-life Application
Block Magnates · Oct 2022
A smart contract for location-based payments using GPS coordinates on Ethereum.
- Causal Inference
Medium · Oct 2022
Delivery-fleet optimization with causal inference, Bayesian networks, and clustering.
- Scalable Backtesting Infrastructure
Medium · Oct 2022
A crypto strategy-backtesting pipeline with backtrader, Airflow, Kafka, and Flask.
- Data Engineering: Speech-to-Text Data Collection
Dev Genius · Oct 2022
A distributed collection pipeline for Amharic and Swahili speech data using Kafka, Airflow, and Spark.
- Web3: End-to-End Application
Medium · Oct 2022
Decentralized certificate generation and verification on Algorand.
- Into the Data Engineering
Medium · Sept 2022
Building an ELT data warehouse for traffic data with PostgreSQL, Airflow, dbt, and Redash.
- Large Language Models
Medium · Sept 2022
News relevance scoring and entity extraction with GPT-3 and Cohere via prompt engineering and fine-tuning.
- Time Series Analysis
Medium · Sept 2022
Forecasting pharmaceutical sales with Random Forest and LSTM models.