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I take on AI projects that others find too complex — end-to-end systems where the challenge isn't just the model, but making everything work together at scale. If the problem is hard, that's where I do my best work. Over the years I have architected and delivered full-cycle AI systems covering deep learning, LLMs, computer vision, NLP, MLOps infrastructure, and cloud-native deployments. I don't just build models — I build systems that work reliably at scale. I am the right fit if your project involves a complex AI system that needs to be built right, not just fast, multiple moving parts such as data pipelines, model training, APIs, and deployment that need to work together seamlessly, a challenging problem where off-the-shelf solutions fall short, or long-term thinking around performance, cost, and maintainability. My core expertise spans deep learning and LLMs including transformer models, BERT/GPT fine-tuning, and RAG pipelines using PyTorch, TensorFlow, and JAX. I work extensively in computer vision with YOLO, R-CNN, and Vision Transformers, as well as NLP, semantic search, and conversational AI powered by vector databases like Pinecone and Milvus. On the infrastructure side, I build end-to-end MLOps pipelines using Kubeflow, MLflow, and DVC, with CI/CD for models via GitHub Actions and GitLab, and monitoring through Prometheus and Grafana. I deploy across AWS SageMaker, Azure ML, and Google Vertex AI using Docker and Kubernetes, with a strong focus on cost-optimized GPU and TPU workloads. I also have deep experience in data engineering with ETL pipelines, feature stores, real-time streaming using Spark and Flink, and warehousing on Snowflake and BigQuery. For AI-powered APIs and SaaS products, I work with FastAPI, Node.js, Redis, PostgreSQL, and MongoDB. Additional expertise includes reinforcement learning, diffusion models, GANs, federated learning, model quantization, edge AI with TensorFlow Lite and CoreML, and AI explainability using SHAP and LIME. I bring strong communication, clean documentation, and a consistent track record of delivering complex AI projects on time. If you have a challenging end-to-end AI project, I would love to hear about it.

LLM Engineer and Generative AI Specialist with 8+ years of experience building AI automations, chatbots, RAG systems, and AI agents for real-world business applications. I design and deploy production-ready LLM applications using LangChain, LlamaIndex, OpenAI APIs, and vector databases like Pinecone, Weaviate, and Qdrant. My focus is on delivering reliable, scalable, and high-accuracy AI solutions. 🔹 What I can help you build • LLM-powered applications (GPT, Claude, open-source LLMs) • RAG (Retrieval-Augmented Generation) systems for private data • Use OpenClaw (ClawdBot) to build AI automation workflows • AI chatbots for customer support, legal, medical, or business use • AI agents and multi-step autonomous workflows • Semantic search engines and embeddings pipelines • Prompt engineering and LLM optimization • Fine-tuning LLMs with HuggingFace • Open-source LLM setup with vLLM or Ollama • AI automation and RPA with UiPath 🔹 Technical Stack • LLMs & GenAI: OpenAI, Claude, HuggingFace, LangChain, LlamaIndex • Vector DBs: Pinecone, Weaviate, FAISS • NLP: SpaCy, NLTK, BERT, AraBERT, Gensim • Backend: Python, FastAPI, Flask • Databases: MongoDB, MySQL, Elasticsearch • Deployment: Docker, server deployment, Replicate (Cog) • RPA: UiPath (Certified Advanced Developer) 🔹 Selected GenAI Projects AI Agent Planner & Executor : Built an AI agent capable of handling complex multi-step tasks using function calling, planning, and self-evaluation for reliable results. RAG Document Search System : Developed a RAG system for PDFs, DOCX, and PPTX files with access control and department-based retrieval using Weaviate. SQL AI Assistant (SQLytics) : Created an LLM-powered tool that converts natural language into SQL queries and retrieves accurate database insights. Legal AI Chatbot : Built a chatbot connected to legal database with source-backed answers via text and voice. 🔹 Why work with me? • Production-ready AI solutions (not just prototypes) • Vibe coder: using Cursor AI and Claude Code • Clean, scalable architecture • Strong communication and reliability • Focus on real business value If you need a serious LLM/GenAI expert to build high-quality AI solutions, I’d be glad to help.

With over 3 years of specialized expertise in Payment Systems Engineering, I focus on building secure, scalable financial technology solutions. I have deep experience with ISO 20022, Instant Payment Systems (IPS), Open Banking, and Core Banking integrations, delivering mission-critical payment infrastructure for banks and fintech companies across multiple markets. ## Payment Systems Expertise: ✔ **Payment Protocols**: ISO 20022 (pacs.008, pacs.002), USSD Banking, SMPP SMS Payments, QR Code Payments ✔ Banking Integration: Core Banking Systems, Interbank Exchanges, Joint Account Management, Digital Wallets ✔ Instant Payments: IPS integration, Real-time clearing and settlement, Offline payment solutions ✔ Open Banking: Multi-bank account aggregation, Secure API integrations, Financial data management ## Technical Stack: ✔ Backend: Java 17+, Spring Boot, Spring Cloud, Microservices Architecture ✔ Messaging: Kafka/RabbitMQ for event-driven payment processing ✔ Database: PostgreSQL, Oracle (Financial data optimization) ✔ Security: OAuth2, JWT, Secure Web Services for financial transactions ✔ DevOps: Docker, Kubernetes, AWS (EC2, S3, RDS), CI/CD pipelines ## Key Project Deliverables: ✔ IPS Backend Systems - Spring-based instant payment processing with ISO 20022 compliance ✔ USSD Banking Middleware - Telecom gateway integration for offline banking in Burundi ✔ SMS Payment Solutions - SMPP-based wallet transactions without internet connectivity ✔ Open Banking Platforms - Multi-bank account management (WeCash project, Yemen) ✔ Core Banking Integrations - Payway solutions with BMS Amplitude systems ✔ Digital Wallet Systems - Promotional accounts, commission structures, and balance management ## Industries Served: Fintech • Digital Banking • Payment Processors • Mobile Money • Core Banking • Telecoms I deliver end-to-end payment solutions that ensure regulatory compliance, high availability, and seamless user experiences across web and mobile platforms.

Hi! I’m an AI automation expert and analyst with 10+ years of experience designing, building, and maintaining reliable business systems for reporting, analytics, and operations. I specialize in turning messy, disconnected data into clean, automated, decision-ready systems. I’ve worked across analytics, engineering, and business teams, which allows me to act as a strong bridge between what stakeholders want and what systems actually need to do. Most of my work focuses on automation, dashboards, and data pipelines that reduce manual work, eliminate errors, and give teams clarity they can trust. What I build • KPI dashboards (executive, marketing, finance, ops) • Automated Google Sheets & Excel systems • Data pipelines from APIs, CSVs, GA4, Shopify, Ads platforms • Reporting layers in Looker Studio, Power BI, and BigQuery • Workflow automations (data syncs, alerts, validations) • Lightweight internal tools for tracking, forecasting, and analysis Tools & platforms I work with • Dashboards / BI: Looker Studio, Power BI • Spreadsheets: Google Sheets, Excel (advanced formulas, Apps Script, VBA) • Automation: n8n, Zapier, Make, Google Apps Script • Data & APIs: BigQuery, REST APIs, webhooks, CSV pipelines • Analytics: GA4, Google Ads, Meta Ads, Shopify, HubSpot • Databases & tools: Airtable, Smartsheet, Monday com Typical use cases • Marketing attribution & performance dashboards • Financial tracking (revenue, CAC, margins, forecasts) • Operations & project tracking systems • Data consolidation from multiple sources into one source of truth • Replacing manual reporting with fully automated workflows How I work • I’m very structured and detail-oriented • I prefer written communication (clear specs, Looms, documentation) • I focus on simple, maintainable solutions not over-engineering • I explain what I build so your team can actually use and extend it I believe in making data useful, building systems that last, and delivering work that’s easy to trust and easy to hand over. If you’re looking for someone who can own the data side end-to-end from raw inputs to clean insights I’d be happy to help.

💡 Solution Architect | Building Reliable SaaS Products & AI-Driven Platforms on AWS I help businesses build, modernize, and scale intelligent software systems, from new product ideas to mature, high-growth platforms. With 8+ years of experience in software and data engineering, I design cloud-native, API-driven, and AI-powered architectures that improve scalability, automation, and business performance. ⚙️ What I Do 🔹Software Development: Node.js, TypeScript, NestJS, Express, Python 🔹API Architecture & Integration: REST, GraphQL, and 3rd-party APIs (Shopify, Amazon, HubSpot, Scarf, Ezoic, etc.) 🔹Cloud Architecture: AWS Lambda, API Gateway, DynamoDB, S3, Terraform, CI/CD automation 🔹Data Systems: ETL pipelines, data lakes, Glue, Athena, Airflow, Redshift powering analytics and reporting 🔹AI Integration: Embedding OpenAI, ChatGPT, Anthropic, and Hugging Face APIs to automate workflows, enhance decision-making, and add intelligent features to SaaS and enterprise platforms 🔹SaaS & Product Development: Helping companies build new software from concept to launch or scale existing platforms for reliability, cost efficiency, and growth 🚀 Highlighted Projects - Unified Booking Engine (Travel Platform) : Designed and delivered the architecture for a multi-system booking platform. Built APIs and data pipelines for real-time synchronization of bookings, pricing, and availability. - Data Integration Platform (Open Data Lakehouse) : Built a serverless data system integrating Community datasets into a unified data lake. Automated ingestion, transformation, and analytics through Athena + Preset dashboards. - AI-Enhanced SaaS Automation Tool : Integrated OpenAI APIs into an internal SaaS platform to automate data processing and content generation, reducing manual tasks by 70%. - E-Commerce Integrations (Shopify, Amazon, ShipBob) : Developed API-based integrations and automated synchronization for orders, inventory, and reporting. 🎯 Why Businesses Work With Me ✔️Business-Driven Engineering: I focus on measurable outcomes faster systems, reduced costs, and smarter automation. ✔️Build & Scale Expertise: I help teams launch new software systems or elevate existing ones to handle growth. ✔️Proven Results: Delivered solutions that improved performance by 40–60% and automated workflows by up to 90%. ✔️Reliable Partner: Transparent communication, clean documentation, and delivery that aligns with business goals. Let’s build, optimize, or scale your software platform intelligent, cloud-ready, and designed for growth.

Here’s how I can assist you: ✅ Full Stack Web Development (PHP, Python, Java) ✅ Frontend Development (React.js, Next.js, Angular) ✅ Mobile App Development (Android: Java) ✅ Desktop App Development (C++, Python, Java) ✅ AI Integration (TensorFlow, PyTorch) As a Full Stack Developer & AI Specialist, I deliver comprehensive solutions across both frontend and backend. My expertise spans backend development with PHP, Python, Java, C#, and Ruby, and frontend development , JavaScript, and modern frameworks. I’m here to provide robust, responsive, and innovative solutions tailored to your needs.