Hi, my name is
Daniel Bitengo
I bu
I'm a full-stack developer specializing in building privacy-first, high-performance systems. Currently focused on developing intent-driven solutions that enhance user experiences while preserving privacy.
About Me
I'm a software developer passionate about building robust, scalable systems that respect user privacy. My approach combines modern technologies with privacy-first architecture to create efficient solutions.
Through my work on projects like the Intent System as a Service (ISaaS), I've developed expertise in implementing sophisticated architectures that handle complex requirements while maintaining high performance and data protection standards.
I focus on creating systems that are not just functional, but also maintainable and future-proof. My experience spans from designing microservices architectures to implementing real-time processing systems.
Privacy-First Development
Building systems with privacy by design, implementing advanced security measures and data protection.
System Architecture
Designing scalable microservices architectures with focus on performance and maintainability.
Full Stack Development
Experienced in building complete solutions from frontend to backend using modern technologies.
Real-Time Processing
Implementing high-performance real-time systems with efficient data processing.
Technologies I Work With
My Work
Intent System as a Service (ISaaS)
A sophisticated, privacy-preserving intent analysis system that revolutionizes how digital platforms understand and serve their users.
Built with a focus on privacy-first architecture, this system provides deep intent analysis while maintaining user privacy. Features include real-time processing, pattern recognition, and predictive analytics.
Key Highlights
- ▹Implemented privacy-preserving analytics using differential privacy
- ▹Designed scalable microservices architecture
- ▹Built real-time processing system with WebSocket
- ▹Developed ML-powered intent recognition using BERT
- ▹Achieved <100ms response time for standard requests
Technologies Used
System Architecture
Hover over the layers to learn more about each component.
Performance Metrics
Project Coming SoonIn Progress
More projects are in development. Check back soon for updates.
Professional Journey
Full Stack Development
Building robust, scalable systems with a focus on privacy and performance. Specializing in React, FastAPI, and modern architecture patterns.
Privacy-First Design
Developing expertise in privacy-preserving architectures and real-time processing systems. Implementing sophisticated intent analysis solutions.
Continuous Growth
Constantly exploring new technologies and best practices. Currently deepening knowledge in machine learning and distributed systems.
Best Practices & Standards
Committed to writing clean, maintainable code. Focus on testing, documentation, and performance optimization.
Code Philosophy
Here are some examples of how I implement clean, maintainable code with a focus on privacy and architecture.
# Privacy-First Implementation Example
from typing import Dict
import numpy as np
class PrivacyEngine:
"""Privacy-preserving analytics implementation"""
def __init__(self, epsilon: float = 0.1):
self.epsilon = epsilon # Privacy budget
def add_noise(self, data: np.ndarray) -> np.ndarray:
"""Add Laplace noise for differential privacy"""
sensitivity = self.calculate_sensitivity(data)
noise = np.random.laplace(
0, sensitivity/self.epsilon, data.shape
)
return data + noise# Clean Architecture Example
from fastapi import FastAPI, Depends
from typing import List, Optional
class IntentService:
"""Core service implementing clean architecture"""
async def analyze_intent(
self,
user_action: dict,
context: Optional[dict] = None
) -> dict:
# Validate and process input
validated_data = self.validate_input(user_action)
# Apply business logic
intent = await self.process_intent(
validated_data,
context
)
return self.format_response(intent)