AI Integration
Embedding LLMs and ML models into production systems. From RAG pipelines to domain-specific fine-tuned models that understand your business context.
System Architecture
Scalable backend architectures, API design, and database optimization. Building distributed systems that handle millions of requests with elegance.
Fullstack Products
End-to-end product development from concept to deployment. React frontends paired with robust backends and AI-powered features.
Customer Experience Analytics
FintechScraping, analyzing, and visualizing Google Play Store reviews for fintech apps. Real-world data engineering challenge.
Insurance Risk Analytics
PredictiveUncovering low-risk segments and building smart models that optimize premiums using real insurance data.
Amharic E-commerce Data Extractor
NLPTransforming messy Telegram posts into a smart FinTech engine for loan candidate identification.
Credit Risk Probability Model
Alternative DataEnd-to-end implementation for building, deploying, and automating a credit risk model.
Intelligent Complaint Analysis
RAGRAG-powered chatbot turning customer feedback into actionable insights for financial services.
Telegram Data Pipeline
MLOpsdbt transformation, Dagster orchestration, YOLOv8 enrichment — from raw data to analytical API.
Fraud Detection System
SecurityImproved detection of fraud cases for e-commerce and bank transactions.
Portfolio Management Optimization
Time SeriesARIMA/SARIMA + LSTM forecasting for TSLA, BND, SPY. Efficient Frontier simulation and MPT implementation.
REST API Development
Lead DevLead REST API developer on 6+ production projects. Designed scalable endpoints for high-throughput systems.
Fullstack Applications
6+ ProjectsEnd-to-end web applications from database design to responsive frontend implementation.
Personal Medical Assistant
RAGAI-powered medical consultation system with retrieval-augmented generation.
AI Tour Guide
LLMIntelligent travel companion leveraging large language models for personalized recommendations.
AI Ad Matching Engine
MLMachine learning-powered advertisement matching system for optimal targeting.
