AI/ML Engineer specializing in Data Science, Machine Learning, Deep Learning, Data Analytics. 🌍 Available across US, Canada, France, Australia, Middle East 📚 Publications: @Bechir Ben Tekfa, et al., DEXA 2025: Advanced Defect Detection in Industrial Imaging @Bechir Ben Tekfa, et al., KES 2025: Hybrid AI Systems for Renewable Energy Inspection ⏱️ 300+ billed hours delivering multi-domain AI & ML systems I design, implement, and deploy intelligent systems across multiple domains: computer vision, LLMs, time-series, audio, graph-based reasoning, and AI-driven automation. My focus is on real-world constraints, building robust, scalable, multi-modal systems that solve complex problems at once. 🧪 Core Expertise & Research Domains 1️⃣ Computer Vision & Visual Intelligence • Defect detection, anomaly localization, and automated inspection • Multi-modal inputs (EL, IR, RGB) with noise, bias, and real-world variability • Object detection, segmentation, hybrid CNN-attention architectures • Weakly supervised, long-tail, and low-data regimes • Multi-scale feature fusion, interpretability, and error analysis • Deployment-aware models for real-time, edge, and constrained devices 2️⃣ Machine Learning Foundations • Supervised, semi-supervised, self-supervised, representation learning • Time-series modeling, anomaly detection, forecasting • Graph-based learning, relational reasoning, and knowledge graphs • Mathematical rigor: optimization, regularization, uncertainty, generalization • Classical ML + deep learning hybrids for structured and unstructured data 3️⃣ LLMs & Reasoning Systems • Multi-step reasoning and orchestration pipelines • Retrieval-Augmented Generation (RAG) for domain-specific knowledge • AI agents for decision-making, planning, and automation • Reliability, hallucination control, evaluation, and system boundaries 4️⃣ Audio & Signal Processing • Speech-to-Text (STT) and Text-to-Speech (TTS) integration • Spectral, temporal, and multi-modal embeddings • Cross-modal pipelines (audio + vision + text) 5️⃣ AI-Driven Automation & Orchestration • Web scraping and data collection (Selenium, Scrapy, BeautifulSoup) • Workflow automation and orchestration (n8n, Twilio, Zapier-like pipelines) • Automated labeling, ETL workflows, ML pipeline orchestration • Continuous data ingestion and pre-processing for multi-domain AI systems • CI/CD, experiment tracking, reproducibility, and monitoring 6️⃣ Edge AI & Deployment Systems • NVIDIA Jetson and resource-constrained inference • Model optimization: pruning, quantization, TensorRT, ONNX • Dockerized deployments for reproducibility and scalability • Latency, memory, and energy trade-off analysis 🧰 Technical Stack AI / ML: Python, PyTorch, TensorFlow, scikit-learn, Hugging Face, OpenAI API Computer Vision & Signals: CNNs, Detection, Segmentation, Spectral Features LLMs & Automation: RAG, Agents, Orchestration, Evaluation Pipelines Data & Systems: Pandas, NumPy, SQL, PySpark, ETL pipelines Automation & Integration: Selenium, Scrapy, BeautifulSoup, n8n, Twilio Deployment & MLOps: Docker, ONNX, TensorRT, Jetson, CI/CD pipelines

Most AI/ML projects fail after the demo. The model works. The notebook looks great. But in production? Slow responses. Hallucinations. Poor forecasts. Scaling issues. No monitoring. No real ROI. That’s where I come in. I design and deploy production ready AI systems not experiments. From LLM applications and AI agents to forecasting engines and spatial intelligence platforms, I build systems that are stable, scalable, and built for real business workflows. 🔹 What I Build • Custom LLM apps (GPT, Claude, Llama) • Retrieval-Augmented Generation (RAG) with vector databases • AI agents & workflow automation • Private knowledge assistants over company data • Time-series forecasting & anomaly detection systems • Trading & financial signal models • GeoAI / spatial ML pipelines (predictive mapping, mineral targeting) • ML APIs & decision-support dashboards 🔹 End-to-End Execution Data pipelines → Feature engineering → Modeling → Evaluation → Deployment → Monitoring No fragile prototypes. No black-box confusion. Just structured, measurable AI systems. I combine deep ML expertise (PyTorch, TensorFlow, Transformers) with backend engineering (FastAPI, SQL, cloud deployment) so your solution performs under real-world load. If you’re facing: • Unreliable LLM outputs • AI hallucination issues • Forecasting models that lack accuracy • Poorly structured data pipelines • AI tools that don’t integrate into workflows Let’s fix it properly. I focus on clarity, performance, and long-term scalability so your AI becomes an asset, not a liability. Let's get connected and talk about the problem you are facing to make it production ready and scalable.

I’m a Data Scientist focused on building intelligent, real-world 𝐀𝐈 𝐬𝐲𝐬𝐭𝐞𝐦𝐬 that go beyond analysis and actually drive decisions and automation. With a strong foundation in Machine Learning, Deep Learning, and Big Data Analytics, I specialize in developing agentic AI solutions systems that can handle complex tasks, automate workflows, and operate with minimal human intervention. 𝐖𝐡𝐚𝐭 𝐈 𝐃𝐨: I design and build end-to-end AI solutions, especially for data-heavy industries like 𝐫𝐞𝐚𝐥 𝐞𝐬𝐭𝐚𝐭𝐞, where automation, data extraction, and intelligent decision-making create real business value. 𝐂𝐨𝐫𝐞 𝐄𝐱𝐩𝐞𝐫𝐭𝐢𝐬𝐞: 𝐀𝐠𝐞𝐧𝐭𝐢𝐜 𝐀𝐈 & 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧: Autonomous AI agents for workflow automation Multi-step task execution systems AI-driven decision support systems 𝐃𝐚𝐭𝐚 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠 & 𝐏𝐫𝐨𝐜𝐞𝐬𝐬𝐢𝐧𝐠: Data Scraping & Web Automation Text Mining & Data Labelling Data Cleaning & Preprocessing ETL Pipelines (Extraction, Transformation, Loading) Data Analysis & Visualization 𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 & 𝐃𝐞𝐞𝐩 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠: Predictive Modeling & Classification Systems Deep Learning Architectures (CNNs, RNNs, Transformers) Model Optimization & Deployment 𝐂𝐨𝐦𝐩𝐮𝐭𝐞𝐫 𝐕𝐢𝐬𝐢𝐨𝐧: Object Detection & Image Classification Face Recognition & Emotion Detection Image Enhancement (Super-Resolution, Stitching) Video Analysis & Activity Recognition GANs, Vision Transformers 𝐍𝐚𝐭𝐮𝐫𝐚𝐥 𝐋𝐚𝐧𝐠𝐮𝐚𝐠𝐞 𝐏𝐫𝐨𝐜𝐞𝐬𝐬𝐢𝐧𝐠 : Sentiment Analysis & Text Classification Topic Modeling & Text Clustering Language Translation Systems Transformer-based Models 𝐁𝐢𝐠 𝐃𝐚𝐭𝐚 𝐀𝐧𝐚𝐥𝐲𝐭𝐢𝐜𝐬: Distributed Data Processing (PySpark) Databricks & Azure Synapse Analytics Scalable Data Pipelines 𝐓𝐨𝐨𝐥𝐬 & 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐢𝐞𝐬: 𝐋𝐚𝐧𝐠𝐮𝐚𝐠𝐞𝐬: Python, PHP 𝐅𝐫𝐚𝐦𝐞𝐰𝐨𝐫𝐤𝐬 & 𝐋𝐢𝐛𝐫𝐚𝐫𝐢𝐞𝐬: Pandas, NumPy, Matplotlib, Seaborn Scikit-learn, TensorFlow, Keras, PyTorch Hugging Face, SpaCy, NLTK, Gensim 𝐕𝐞𝐫𝐬𝐢𝐨𝐧 𝐂𝐨𝐧𝐭𝐫𝐨𝐥 & 𝐂𝐨𝐥𝐥𝐚𝐛𝐨𝐫𝐚𝐭𝐢𝐨𝐧: Git, GitHub, Jira 𝐀𝐩𝐩𝐫𝐨𝐚𝐜𝐡: I focus on building solutions that are not just technically sound, but practical, scalable, and aligned with real business needs. Whether it's automating workflows, extracting insights from complex data, or deploying AI systems, my goal is to deliver solutions that create measurable impact. 𝐈’𝐦 𝐚𝐥𝐰𝐚𝐲𝐬 𝐨𝐩𝐞𝐧 𝐭𝐨 𝐝𝐢𝐬𝐜𝐮𝐬𝐬𝐢𝐧𝐠 𝐢𝐧𝐧𝐨𝐯𝐚𝐭𝐢𝐯𝐞 𝐢𝐝𝐞𝐚𝐬 𝐚𝐧𝐝 𝐛𝐮𝐢𝐥𝐝𝐢𝐧𝐠 𝐢𝐦𝐩𝐚𝐜𝐭𝐟𝐮𝐥 𝐬𝐨𝐥𝐮𝐭𝐢𝐨𝐧𝐬.

Start your free trial today. Upgrade only when you're convinced. I've built AI systems that process 100,000 calls a day, NLP models used in cancer treatment planning, conversational AI deployed across enterprise voice and text channels, and agentic workflows running inside Fortune 500 operations. I'm Dr. Omer, PhD from the University of Waterloo, and formerly Senior Director of AI R&D at Afiniti, a global enterprise AI company whose outcome orchestration platform serves Fortune 500 clients across Telco, Financial Services, and Healthcare. That background shapes how I approach every project: I ask whether this is the right AI architecture for the real business problem, not just the most popular framework at the moment. Production AI systems I've built and led: 🎯 Afiniti Enterprise Contact Center AI — As Senior Director of AI R&D, led development of Afiniti's AI product suite: behavioral pairing systems matching agents to customers in real time, outcome orchestration engines, and intelligent automation deployed across Fortune 500 contact centers globally in Telco, FinTech, and Healthcare 🎯 Automated AI Evaluation at Scale — Etisalat / PTCL — Designed and deployed an AI-based near real-time contact center evaluation system processing 100,000+ calls per day — replacing manual QA at scale for one of the region's largest telecom operators (Etisalat holds a 26% stake in PTCL) 🎯 Conversational AI Systems — Built end-to-end conversational AI pipelines for enterprise clients across voice and text channels, covering multi-turn dialogue management, intent recognition, LLM-based response generation, and integration with CRM and ticketing systems 🎯 NLP Models for Cancer Treatment Planning — Developed NLP models supporting clinical oncology workflows — applied NLP at the intersection of language understanding and life-critical treatment decisions Where I'm most useful: → You're building an LLM-powered product and need the architecture designed before your team writes a line of code → You need a RAG system or AI chatbot that handles real user behavior — not just curated demos → You want n8n, Make, or Zapier automation connected intelligently to LLM workflows → Your contact center, healthcare, or operations team generates high-volume data that AI should be processing automatically → You need a senior technical opinion on AI architecture, model selection, or agentic system design What I build: ✅ LLM Application Development — GPT-4o, Claude, LLaMA, Mistral, Gemini, Ollama ✅ AI Chatbot Development — customer support bots, lead qualification bots, internal knowledge bots ✅ Conversational AI — multi-turn dialogue, intent recognition, slot filling, voice + text channels ✅ RAG Pipelines & Knowledge Systems — vector store design, chunking strategy, hybrid retrieval, evaluation ✅ Agentic AI & Multi-Agent Systems — LangGraph, CrewAI, AutoGen, tool-use agents, OpenClaw ✅ Workflow Automation — n8n, Make, Zapier, AI-connected automation pipelines ✅ Voice AI & Speech Systems — Vapi, Retell AI, Whisper, Deepgram, ElevenLabs, STT/TTS pipelines ✅ NLP Systems — text classification, NER, keyphrase extraction, summarization, clinical NLP ✅ Document AI — intelligent document processing, extraction pipelines, unstructured data handling ✅ Contact Center AI — automated call scoring, behavioral modeling, real-time agent assistance ✅ Healthcare AI — clinical document processing, treatment decision support, medical NER ✅ Fine-tuning & Optimization — LoRA, QLoRA, RLHF, DPO, prompt optimization, model evaluation Tech stack: LLMs & Agent Frameworks: GPT-4o · Claude API · LLaMA 3 · Mistral · Gemini · Ollama · LangChain · LangGraph · LlamaIndex · DSPy · HuggingFace Transformers · CrewAI · AutoGen · OpenClaw · Semantic Kernel Automation & Workflow: n8n · Make (Integromat) · Zapier · Webhook integrations · API orchestration · event-driven pipelines NLP & ML: PyTorch · TensorFlow · SpaCy · NLTK · Scikit-learn · Sentence Transformers · BERT · T5 · Whisper · OpenCV Voice & Conversational AI: Vapi · Retell AI · Whisper · Deepgram · ElevenLabs · Amazon Polly · RASA · Botpress · STT/TTS RAG & Vector Databases: Pinecone · Weaviate · ChromaDB · pgvector · FAISS · Qdrant · Milvus Fine-tuning & Evaluation: LoRA · QLoRA · RLHF · DPO · Axolotl · Unsloth · LangSmith · MLflow · RAGAS · TruLens Deployment & Infrastructure: Python · FastAPI · Flask · Docker · Kubernetes · AWS (SageMaker · Lambda · EC2) · GCP Vertex AI · Azure ML · Prometheus · Grafana [AI Engineer · AI Developer · LLM Developer · NLP Engineer · AI Consultant · Agentic AI · AI Agent Developer · LangChain Developer · LangGraph · RAG Developer · Retrieval Augmented Generation · AI Chatbot Developer · Conversational AI · Chatbot Development · AI Automation · Workflow Automation · n8n · n8n Developer · Make Automation · Zapier Integration · OpenClaw · OpenClaw Developer · Voice AI · Voice Agent · Contact Center AI · Healthcare AI }

I only win when your product wins ✨ Let’s turn your vision into reality 🚀 The AI products I’ve built and scaled from scratch now generate hundreds of thousands in revenue💰, serve 100,000+ DAUs combined, and continue to grow rapidly in highly competitive markets. 🥇With 8+ years of experience, having worked with ex-Meta and ex-Microsoft engineers, and having built AI chat systems, voice agents, RAG-based copilots, realtime platforms, and multi-tenant SaaS systems across multiple industries (healthcare, finance, education, real estate, and more), I bring the technical depth + product mindset needed to ship production-ready AI software that actually scales. 🏆 My goal is simple: make your next AI product successful end-to-end. I don’t just write code. I help you architect, launch, scale, and operate a real business. From engineering to customer support, marketing funnels, sales pipelines, onboarding flows, and growth automation. I partner with you as someone who wins only when your product wins. That has been my philosophy since day one: every product I work on must become a success story. Whether you're building an AI SaaS, automation tool, ERP/CRM, lead-gen engine, or a fully custom enterprise system. I help craft scalable architecture, build fast, iterate faster, and turn your idea into a revenue-generating product. What I Can Do For You - Build and scale AI SaaS platforms (OpenAI, Langchain, multi-tenant setups, RAG, AI Chat Agents, AI Voice Agents) - Automate business workflows with custom ERP systems - Integrate AI agents, LLMs, and chatbots into your apps or tools - Design clean, modern frontends with React, Next.js, Tailwind - Deploy APIs, backends, and services with Docker, AWS, CI/CD pipelines Mastered Tools/Technologies: Back-end: - Python (Django, Django Rest Framework, Flask, FastAPI) - Javascript (TypeScript), Node.js (Express) Front-end: - React.js, Next.js, Vue.js - HTML, CSS, Bootstrap - JavaScript, JQuery, & more AI - AI Chatbots, AI Voice Agents: OpenAI, ChatGPT, Claude, Pinecone, Redis, Langchain, Twilio - TensorFlow, PyTorch, Keras, Scikit-learn - OpenCV, Natural Language Processing (NLP): NLTK, spaCy - Data Analysis Libraries: Pandas, NumPy - Data Visualization: Matplotlib, Seaborn - Machine Learning Algorithms - Deep Learning Databases: - PostgreSQL - MySQL - SQL Server - MongoDB - SQLite DevOps & Cloud: - Heroku - AWS (EC2, S3, RDS, CloudFront, etc.) - Google Cloud Platform components Third Party Integrations: - OpenAI/ChatGPT, Claude, Gemini, ML Models - Twilio - Stripe - Google Suite - Twitter API - Meta (Facebook, Messenger, Whatsapp, Instagram) - Reddit - Asana - Zoom - Slack - Numerous other third party integrations.. For Teamwork & Project Flow: - Git tools (Github, GitLab) - Asana, Jira, Trello What I Offer (Partnering with Me Guarantees): - Excellence in Code: Industry-leading practices for scalable, maintainable, robust, and clean code. - Communication: Clear, effective, and always in sync. - Efficiency: On-time delivery, with a track record of staying on budget. - Honesty: Straightforward about feasibility, avoiding pitfalls. - Transparency: Commitment to full 100% refunds if standards are not met or you are not satisfied - Data-Driven: Steering towards informed decisions for product success. - Availability: Quick replies within 20 minutes, unless I'm sleeping. My Philosophy: Every line of code is a testament to my dedication to your project's success. I'm passionate about turning innovative ideas into technological realities, ensuring each project surpasses expectations. Why Choose me? Whether you need to design a new SaaS product, scale infrastructure, or integrate advanced AI agents, I bring both technical depth and founder-level product vision to ensure your project delivers measurable impact. I've built software for millions of users and launched multiple profitable AI products. ⭐⭐⭐⭐⭐ "Muhammad is an ultimate professional! Excellent character combined with his excellent knowledge make him one of the best partners I have ever had! He knows how to take the initiatives that are necessary and the end result was more than I thought! The future really belongs to him. Trust him and you won't lose!"" Ready to build your AI-powered SaaS? Let's talk Tech Stack: AI SaaS Developer, AI Engineer, Full Stack AI Developer, LLM Engineer, RAG Engineer, Retrieval Augmented Generation, AI Agent Developer, AI Chatbot Developer, AI Voice Agent Developer, OpenAI Developer, ChatGPT Developer, LangChain, LangGraph, LlamaIndex, Vector Databases, Pinecone, Qdrant, pgvector, Semantic Search, Embeddings, AI Copilot Development, AI Automation, Workflow Automation, Custom AI Software, AI Product Development, AI SaaS Architect, Multi-Tenant Architecture, Real-Time Systems, Python Developer, Django, FastAPI, Flask, React Developer, Next.js, PostgreSQL, Redis, AWS, Docker, CI/CD, Stripe Integration, SaaS Payments, Twilio, Slack Bots, API Integrations, Machine Learning, NLP

When you partner with me, you get production-ready AI systems that automate real workflows, cut operational costs, and put your data to work not prototypes that stall before launch. CORE STRENGTHS LLM Integration: OpenAI, Claude, Gemini, and open-source models wired into real products, not demos RAG Systems: retrieval pipelines with vector databases (Qdrant, Pinecone, Weaviate) for accurate document Q&A and semantic search AI Agents: autonomous systems with multi-step reasoning, tool calling, and API execution Production Deployment: AWS, Docker, and CI/CD for reliable, maintainable systems Business focus: every build ties to a measurable outcome — lower response times, reduced manual work, faster retrieval ABOUT ME I'm a backend and AI engineer with 7+ years of professional experience building systems that solve real business problems. My work spans large language models, RAG, and full-stack Python development. At TalentPop I led AI initiatives across property tech and customer-service automation, shipping production systems used daily by real teams. My approach pairs solid engineering with business sense I want to understand the outcome you're after before I write a line of code. SERVICES I DELIVER LLM Integration & RAG Systems: Retrieval-Augmented Generation pipelines combining vector databases with language models for accurate document Q&A, knowledge retrieval, and context-aware responses. Custom AI Agent Development: Autonomous systems capable of multi-step reasoning, API integration, and real-time decision execution. Ideal for lead qualification, support automation, and workflow orchestration. Production Chatbot Development: Multi-channel conversational AI (web, WhatsApp, Telegram) with NLP understanding, sentiment analysis, and intelligent responses for customer engagement. End-to-End ML Solutions: Predictive models and computer vision systems deployed with monitoring and retraining pipelines for continuous improvement. PROBLEMS I SOLVE Manual, repetitive support work → AI systems that handle routine conversations automatically and free up your team Unstructured data nobody can search → RAG systems enabling fast semantic search across large document sets Workflows that need constant manual oversight → AI agents that execute multi-step processes reliably Raw data sitting unused → ML models that turn it into usable predictions and insight TECH STACK Languages: Python, TypeScript, JavaScript, Node.js Web: FastAPI, Flask, Django, Nest.js AI/ML: LangChain, Hugging Face, TensorFlow, PyTorch, Scikit-Learn LLMs: OpenAI, Anthropic Claude, Google Gemini, RASA Vector DBs: Qdrant, Pinecone, Weaviate Data: PostgreSQL, MongoDB, Redis, Apache Kafka Cloud/DevOps: AWS, GCP, Docker, Kubernetes, Terraform, GitHub Actions Let's talk about what you're trying to build.

With over 17 years of experience in web technologies and digital product development, I help businesses turn ideas into high-performing websites, web applications, and mobile experiences. My background combines UI/UX design and full-stack development, allowing me to create solutions that are not only visually engaging but also scalable, fast, and built for long-term growth. I specialize in open-source and no-code development across WordPress, WooCommerce, Squarespace, Webflow, Wix, and custom web applications, with extensive experience converting Figma designs into pixel-perfect, responsive websites. From custom WordPress architecture and eCommerce platforms to modern business websites and mobile applications, I focus on delivering clean user experiences backed by solid technical foundations. I also leverage modern AI-powered development workflows using Claude, Cursor AI, and Vibe Coding methodologies to accelerate development, improve efficiency, and deliver projects faster without compromising quality. Whether you need a custom website, a scalable application, or a complete digital product, I bring together design, development, and strategy to create solutions that drive real business results. My technical expertise spans the entire development lifecycle: Web & Mobile Engineering: Expert in custom website design, complex web application development, and cross-platform mobile specialization using Flutter for seamless iOS and Android experiences. Core Tech Stack: Deep proficiency in building robust backends and dynamic frontends utilizing Node.js, Laravel, and AngularJS. E-commerce & CMS Platforms: A strong advocate for scalable, custom-coded solutions over rigid templates, specializing in advanced WordPress architecture and high-converting Shopify platforms. Cloud Infrastructure: As an AWS Certified Professional, I design, deploy, and manage secure, highly available, and resilient cloud environments tailored for long-term business growth. Whether architecting a custom web platform from scratch or deploying a polished mobile MVP, I focus on delivering secure, scalable, and intuitively designed technology that directly supports overarching business objectives. Core Competencies: Generative AI (OpenAI, LangChain, custom NLP workflows) Scalable API development with Node.js Cross-platform mobile apps with Flutter & native iOS in Swift Angular-based SPA development with RESTful integrations AWS services (Lambda, EC2, S3, Cognito, DynamoDB) CI/CD setup, performance tuning, and security best practices Clients value my ability to bridge business goals with technical excellence, communicate clearly, and deliver on time. I'm here to help you build something exceptional — let’s connect! I’m not just writing code — as a Fullstack Developer, I design production-grade ecosystems that can run predictive models, process streaming data, and handle real users at scale. ⚡ My Tech Stack: → Frontend: React.js, Next.js, TypeScript, Tailwind CSS, Material UI → Backend: Node.js, Express.js, NestJS, Laravel (PHP), REST APIs → Databases: MySQL, PostgreSQL, MongoDB, Redis, Firebase → Cloud & DevOps: AWS, GCP, Vercel, Docker, CI/CD pipelines 𝗖𝗠𝗦 𝗘𝘅𝗽𝗲𝗿𝗶𝗲𝗻𝗰𝗲 ► Shopify: Store Setup, Theme Design, Customization, SEO Optimization, App Integration, and E-commerce Store Development. ► WordPress: Custom Theme & Plugin Development, WooCommerce, Figma/HTML to WordPress, and Website Migration. ►Custom Squarespace design and development ►WIx, Webflow design and development 𝐊𝐞𝐲𝐰𝐨𝐫𝐝𝐬: Flutter, Angular, React.js, Next.js, JavaScript, TypeScript, Node.js, Express.js, REST APIs, GraphQL, MongoDB, PostgreSQL, Firebase, Full-Stack Development, Web Development, Mobile App Development, Cross-Platform Development, Frontend Development, Backend Development, API Integration, Microservices, Serverless Architecture, Docker, CI/CD, GitHub Actions, AWS, Vercel, Heroku, iOS Development, Android Development, Swift, Kotlin, UI/UX Development, Cloud Deployment, SaaS Development, Scalable Web Applications, App Store Deployment, Google Play Deployment, PostgreSQL hosted in AWS RDS, Python, Agentic AI, OpenAI Embeddings, LLaMA LLM, Qdrant Vector Database, NLP Models (SpaCy, Transformers), Wordpress, Shopify, Wix, Squarespace, Webflow ✅ 𝐇𝐚𝐯𝐞 𝐚 𝐩𝐫𝐨𝐣𝐞𝐜𝐭? 𝐂𝐥𝐢𝐜𝐤 𝐭𝐡𝐞 “𝐈𝐍𝐕𝐈𝐓𝐄” 𝐛𝐮𝐭𝐭𝐨𝐧 𝐚𝐭 𝐭𝐡𝐞 𝐭𝐨𝐩 𝐨𝐟 𝐦𝐲 𝐩𝐫𝐨𝐟𝐢𝐥𝐞

I’m an AI/ML Engineer with deep expertise in Python, NLP, LLM integration, and intelligent AI solutions. I design and deploy AI-powered systems such as custom chatbots, multi-agent frameworks, RAG knowledge platforms, and automated workflows that help businesses transform data into actionable insights, automate complex tasks, and improve operational efficiency. I’m experienced in AI agent orchestration, conversational AI, NLP analytics, predictive modeling, recommendation engines, and end-to-end machine learning pipelines. I also specialize in workflow automation using n8n, Make, Zapier, GoHighLevel, and Python scripts for data processing, API integrations, and AI model deployment. Services I Offer: - LLM Integration with advanced models like OpenAI, Claude, Gemini, and Deepseek - RAG Systems & Knowledge Graphs for actionable insights - AI Agents & Multi-Agent Systems for automation and decision-making - Custom Chatbots & Conversational AI for websites, apps, and support - NLP & Text Analytics: summarization, sentiment analysis, entity recognition Workflow & Automation - Workflow Automation Platforms: n8n, Make, Zapier, GoHighLevel - Python Automation: scripts, pipelines, API integrations, scheduling - Data Expertise: preprocessing, feature engineering, model deployment - Python Libraries: Pandas, NumPy, Scikit-learn, TensorFlow, PyTorch, LangChain Why Clients Choose Me: ✅ Scalable, production-ready AI solutions ✅ Cross-domain expertise: AI + Data + Automation ✅ Fast delivery with maintainable, high-quality code ✅ Clear, proactive communication and strategic guidance 💬 Let’s build AI systems that solve real problems, automate your workflows, and deliver measurable results.

Struggling to turn your AI idea into a product that actually works in production? I build AI systems, full stack platforms, and AI automation that deliver measurable business results, not just prototypes. Over 5+ years, I have shipped production-ready solutions for startups and growing companies across the US, EU, and Middle East, including AI image generation platforms, AI-powered web data extraction tools, workforce automation systems, and intelligent note-taking apps. ━━━━━━━━━━━━━━━━━━━━━━━━━━━━ WHAT I BUILD FOR YOU ━━━━━━━━━━━━━━━━━━━━━━━━━━━━ AI Agents & RAG Systems Custom AI agents with autonomous decision making, RAG pipelines grounded in your business data, multi agent workflows using LangChain and LangGraph, and intelligent chatbots for support, sales, and internal knowledge management. Workflow Automation & Integrations End-to-end business automation using n8n, Zapier, Make, and AWS Lambda. CRM, ERP, and third party API integrations that eliminate repetitive manual work and cut operational overhead significantly. Full-Stack Web & SaaS Development Scalable SaaS platforms with React, Next.js, Node.js, and Python. AI powered dashboards, REST and GraphQL APIs, multi-tenant architectures, and Stripe integrated subscription systems built for real world scale. Mobile Apps Cross-platform iOS and Android apps using Flutter and React Native with real-time APIs, AI assistants, and payment integrations. Cloud & DevOps Secure and scalable deployments on AWS, GCP, and Azure. Docker, Kubernetes, CI/CD pipelines, and monitoring with Prometheus and Grafana. CORE TECH STACK AI/ML: LangChain, LangGraph, LlamaIndex, OpenAI API, Anthropic, Pinecone, FAISS, Weaviate Frontend: React.js, Next.js, Vue.js, TypeScript, Tailwind CSS Backend: Node.js, NestJS, Python, FastAPI, Django Database: PostgreSQL, MongoDB, Firebase, Supabase, Redis DevOps: Docker, Kubernetes, AWS, GitHub Actions, Vercel ━━━━━━━━━━━━━━━━━━━━━━━━━━━━ WHY CLIENTS CHOOSE ME ━━━━━━━━━━━━━━━━━━━━━━━━━━━━ Business-First Thinking | Every technical decision is aligned with your actual goals and ROI, not just clean code Production-Grade Delivery | Real systems built for scale, uptime, and real-world usage Real Project Experience | Contributed to live platforms used by thousands of real users globally Clear Communication | Transparent updates, proactive collaboration, and on-time delivery every time Long-Term Partner | I work as an extension of your team, invested in your success beyond the contract Ready to build something that drives real results? Send me your project requirements and I will respond within 24 hours with a clear plan forward.

🏅 Top Rated AI/ML Expert on Upwork (Top 1%) 🏅 AI Product Engineer | LLM Applications | Generative AI | Agentic Workflows 🏅 10+ Years of Experience | Built Solutions for Startups, Enterprises & Global Clients 🏅 Experience Across Microsoft, Google, American Express & High-Growth Startups 🏅 Expert in Python, OpenAI, Claude, LangChain, LangGraph, AWS, SQL 🔹 LLM Applications & Generative AI Products I build end-to-end LLM-powered applications that solve real business problems—from idea to deployment. My work includes document intelligence systems, AI copilots, enterprise search, summarization engines, Q&A systems, and workflow automation platforms. Built solutions for: ✔ Due diligence copilot for investment workflows ✔ Legal AI research platforms ✔ Resume/CV parsing applications ✔ AI-powered document summarization systems ✔ Knowledge retrieval platforms using RAG 🔹 AI Agents & Workflow Automation I design intelligent AI agents that automate repetitive workflows and improve operational efficiency. Examples include: ✔ Multi-agent workflows ✔ AI automation using OpenAI, Claude, LangChain & LangFlow ✔ Process automation using n8n ✔ Document processing pipelines ✔ Internal business workflow automation 🔹 NLP & Custom Machine Learning Solutions Strong background in NLP and machine learning beyond LLMs, including: ✔ Named Entity Recognition ✔ Classification Models ✔ Clustering Models ✔ Recommendation Systems ✔ Text Processing Pipelines ✔ Custom ML model development 🔹 Predictive Analytics & Risk Modeling My foundation comes from years of building machine learning models for large enterprises including Google and American Express. Experience includes: ✔ Credit risk modeling ✔ Fraud analytics ✔ Customer segmentation ✔ Forecasting ✔ Marketing analytics ✔ Behavioral modeling 💼 Whether you're a startup building your first AI product or an enterprise looking to integrate Generative AI into existing workflows, I can help with: AI Strategy → Architecture → MVP Development → Deployment I combine deep analytical expertise with hands-on experience building real-world AI products that businesses actually use.