INNOVATIVE solutions FOR
REAL-WORLD CHALLENGES
Explore a selection of innovative projects where I've applied modern technologies to solve real-world challenges and deliver exceptional results.
Web Applications
MT5 & Coinbase Trading Bots
Automated trading bots built for MetaTrader 5 and Coinbase that execute algorithmic strategies with real-time market data integration and customizable parameters.
ICP/DFINITY Blockchain
Develop decentralized applications and smart contracts on the Internet Computer Protocol (ICP) network, leveraging Motoko and decentralized data storage.
AI-Powered Content Management
A content management system enhanced with AI capabilities for automated content organization, tagging, and recommendations.
Workflow Automation Platform
Enterprise-grade platform that automates complex business workflows across multiple systems and departments.
Healthcare Assistant Chatbot
An intelligent chatbot system for healthcare providers that assists patients with scheduling, information, and basic triage.
Real-time Analytics Dashboard
Interactive dashboard providing real-time insights into business metrics with customizable views and alerts.
LOCAL LLM
DEPLOYMENT SOLUTIONS
Specialized expertise in setting up and optimizing local LLM environments using Ollama, LM Studio, Requesty.ai, and Hugging Face Transformers for privacy-focused AI capabilities.
Enterprise LLM Deployment Framework
Comprehensive framework for deploying and managing local LLMs in enterprise environments using Ollama, with custom model management, access controls, and integration capabilities.
LLM Testing & Evaluation Suite
Comprehensive testing and evaluation suite for local LLMs using LM Studio, enabling organizations to benchmark model performance, fine-tune parameters, and select optimal models for specific use cases.
Workflow Automation Assistant
Local LLM-powered assistant built with Requesty.ai that automates complex workflows, integrates with enterprise systems, and provides secure, privacy-focused AI assistance without data leaving the organization.
Local LLM Deployment Capabilities
Specialized expertise in deploying and optimizing local language models for privacy-focused AI applications.
Ollama Deployment
Setup and optimization of Ollama for lightweight, efficient local LLM deployment with custom model management and integration capabilities for enterprise environments.
LM Studio Configuration
Implementation of LM Studio for local LLM testing, evaluation, and fine-tuning, with custom workflows for model selection and performance optimization.
Hugging Face Integration
Deployment of open-source models from Hugging Face in GGUF format for optimal performance on consumer hardware, with custom pipelines for specific use cases.
HOSTED LLM
API INTEGRATION
Expert integration of hosted LLM services through OpenRouter.ai and Hugging Face Inference API, providing access to state-of-the-art models with optimal performance and cost efficiency.
Multi-Model AI Gateway
Unified API gateway for accessing multiple LLM providers through OpenRouter.ai, with intelligent model routing, fallback mechanisms, and cost optimization strategies.
Hugging Face Model Deployment
End-to-end solution for deploying custom fine-tuned models on Hugging Face Inference API, with monitoring, scaling, and integration with existing applications.
ACCELERATED AI
DEVELOPMENT
Leveraging the Lightning AI stack to accelerate AI development with cloud studios, API endpoints, model training orchestration, and team-based workflows.
AI Training Orchestration Platform
Comprehensive platform built on Lightning AI for orchestrating model training workflows, with distributed training capabilities, experiment tracking, and team collaboration features.
AI Model API Deployment
Streamlined solution for deploying AI models as production-ready APIs using Lightning AI's cloud infrastructure, with monitoring, scaling, and version management capabilities.
Lightning AI Stack Capabilities
Leveraging the Lightning AI ecosystem to accelerate AI development and deployment.
Cloud Studios
Implementation of Lightning AI cloud studios for collaborative AI development, with integrated environments for code, data, and model management.
API Endpoints
Deployment of AI models as scalable API endpoints using Lightning AI infrastructure, with monitoring, versioning, and integration capabilities.
PyTorch Lightning
Utilization of PyTorch Lightning for structured model training with distributed computing capabilities, experiment tracking, and reproducible workflows.
SEAMLESS system
INTEGRATION
Expert integration of diverse technologies through SDKs, APIs, and custom tools, connecting systems and enabling powerful workflows across platforms.
Firebase Multi-Platform Integration
Comprehensive integration of Firebase services across web and mobile platforms, providing unified authentication, real-time data synchronization, and cloud functions for seamless cross-platform experiences.
Google ADK Enterprise Solution
Enterprise-grade implementation of Google's Agent Development Kit (ADK) for creating autonomous agents that integrate with existing business systems and workflows.
API Integration Platform
Flexible platform for integrating diverse APIs (RESTful, GraphQL, LLM) into unified workflows, with data transformation, error handling, and monitoring capabilities.
SCALABLE AI
INFRASTRUCTURE
Robust infrastructure solutions for AI/ML workloads using Cloudflare, AWS, and private storage solutions, ensuring security, scalability, and optimal performance.
Edge AI Deployment Platform
Cloudflare Workers-based platform for deploying lightweight AI models at the edge, enabling low-latency inference and personalized experiences without centralized infrastructure.
AWS ML Infrastructure
Comprehensive AWS-based infrastructure for machine learning workflows, including data processing with Lambda, model training with SageMaker, and deployment with container services.
Private AI Compute Cluster
On-premises AI compute infrastructure for organizations with strict data privacy requirements, enabling secure model training and inference without data leaving the organization.
OPTIMIZED data
STORAGE SOLUTIONS
Efficient database solutions using MongoDB, PostgreSQL/SQL, and Firebase to store, manage, and retrieve data with optimal performance and scalability.
Document Database Migration
Migration of a legacy relational database to MongoDB, with custom data transformation pipelines, validation rules, and performance optimization for improved scalability.
Real-time Analytics Database
PostgreSQL-based analytics database with optimized query performance, partitioning strategies, and real-time data processing capabilities for business intelligence applications.
Firebase Realtime Sync System
Multi-device data synchronization system built on Firebase Realtime Database and Firestore, enabling real-time collaboration and offline-first functionality for mobile and web applications.
POWERFUL backend
SYSTEMS
Robust backend solutions for applications, AI agents, authentication, database integration, and e-commerce functionality, built with scalability and security in mind.
E-commerce Backend System
Comprehensive backend system for e-commerce operations, including inventory management, order processing, payment integration, and customer management with robust security.
Authentication Microservice
Secure authentication and authorization microservice with multi-factor authentication, JWT token management, and code signing capabilities for enterprise applications.
AI Integration Backend
Backend system designed for AI model integration, with efficient data processing pipelines, model serving infrastructure, and API endpoints for machine learning capabilities.
ADDITIONAL EXPERIENCES &
CAPABILITIES
Beyond specific technologies, I bring valuable skills in system design, problem-solving, building from scratch, and connecting SDKs and APIs to create comprehensive solutions.
System Design
Expertise in designing scalable, maintainable system architectures that align with business goals and technical requirements, ensuring long-term success.
Problem Solving
Strong analytical skills and creative problem-solving approach to tackle complex technical challenges and deliver effective solutions.
Building from Scratch
Ability to create complete solutions from the ground up, from initial concept to final implementation, with attention to detail and best practices.
Connecting SDKs & APIs
Skilled at integrating diverse technologies through SDKs and APIs to create cohesive, powerful systems that leverage the best tools for each task.