Applied AI & Data Systems
Developing robust end-to-end ML pipelines and distributed data processing systems.
SYS_ARCH_PORTFOLIO
Deployment Status: Stable
NAOL
BERHANU
Applied AI & Data Systems Engineer. Building real-world systems with data pipelines, machine learning, and deployable applications.
Origin_Protocol
Addis Ababa-based applied AI engineer from Ethiopia, focused on turning data systems, OCR, and machine learning into usable tools with real-world impact.
Section_01 // Identity
Technical Summary
Applied AI engineer focused on building real-world systems combining data pipelines, machine learning, and deployable applications. Experience in OCR for low-resource languages, computer vision, and multi-sector data platforms. Contributing to open-source AI initiatives for Ethiopian languages and data accessibility.
Low-Resource NLP
Advancing OCR and language modeling for Ethiopic scripts including Amharic and Afan Oromo.
Open Source AI
Contributing to accessible research and dataset democratization in the AI space.
System Architecture
Designing decoupled, microservice-oriented infrastructures for AI deployments.
Section_02 // Tech_Stack
Python
PyTorch
OpenCV
Pandas
NumPy
Flutter
SQL
Docker
Git
Laravel
AWS
Apache Spark
Section_03 // Deployments
CNN_MODEL_VERSION_2.0_KERNELS_3x3_STRIDE_1_PADDING_SAME_RELU_MAXPOOL_FLATTEN_DENSE_SOFTMAX_PLANT_DISEASE_DETECTION_METRIC_ACCURACY_0.985
Plant Disease Detection
ML // CVScalable ML system utilizing CNNs for early crop disease detection. Optimized for low-latency inference on edge devices.
#Python#PyTorch#OpenCV
DATASET_ET_AFAN_OROMO_AMHARIC_SCRAPING_CLEANING_TOKENIZATION_TRANSFORMER_READY_CORPUS_SIZE_500GB_OPEN_SOURCE_RESEARCH_ETHIOPIAN_AI
Dataset.et
DATA // NLPResearch platform for Ethiopic datasets. Focused on Amharic and Afan Oromo corpus collection and benchmark development.
#NLP#Pandas#Scrapy
OCR_ENGINE_TESSERACT_CUSTOM_TRAINING_LSTMS_IMAGE_PREPROCESSING_SKEW_CORRECTION_AMHARIC_SCRIPT_RECOGNITION_95_PERCENT_ACCURACY
Amharic OCR
CV // TOOLSOCR pipeline for Amharic script. Integrates Tesseract engine with custom OpenCV image preprocessing layers.
#C++#Tesseract#SQL
Future Projects
ENQUEUED_IN_BACKLOG
Section_04 // Credentials
Addis Ababa University
Bachelor of Science in Computer Science
Jun 2021 - Jul 2024
Udacity
Artificial Intelligence & Data Analysis Nanodegree Programs
Oct 2025
Cisco Networking Academy
CCNAv7: Networking Fundamentals and Enterprise Networking
Aug 2024