If you shoot me an invitation or message I'll do a complete AUDIT on how we can implement best practices to make things Perfect !! Being top 1% Freelancer, If you trust me to built something, I'll build it so it works for you 24/7. That's my promise. - Former 𝗠𝗟 𝗲𝗻𝗴𝗶𝗻𝗲𝗲𝗿 at 𝗖𝗮𝗽𝗶𝘁𝗮𝗹 𝗼𝗻𝗲 | Agentic AI Lead | LLM Architectures | LangGraph | Claude - Top Rated Plus | 300k earning with 100% JSS. - Clear scope, honest expectations, and reliable delivery from start to finish. - Built 𝟰𝟬+ agentic systems in 2025 & helped founders turn ideas into VC-funded startups. 𝗟𝗶𝘁𝘁𝗹𝗲 𝗯𝗶𝘁 𝗺𝗼𝗿𝗲 𝗮𝗯𝗼𝘂𝘁 𝗺𝗲: I have 𝟭𝟬+ 𝘆𝗲𝗮𝗿𝘀 of experience designing, building, and delivering software solutions across automation, AI-powered workflows, agent-based systems, intelligent search, and business process optimization, using tools and platforms such as Claude, GPT-5, OpenAI APIs, n8n, LangChain, LlamaIndex, vector databases, cloud platforms, APIs, data pipelines, Voice AI Agents and machine learning-driven applications. I have worked with companies such as 𝗖𝗼𝗰𝗮-𝗖𝗼𝗹𝗮, 𝗞𝗲𝗮𝗽, 𝗗𝗘 𝗦𝗵𝗮𝘄 𝗚𝗿𝗼𝘂𝗽, 𝗠𝘂𝗻𝗶𝗰𝗵 𝗥𝗲, 𝗧𝗿𝗶𝗽𝗹𝗲 𝗪𝗵𝗮𝗹𝗲, and more, helping teams build Production-Grade LLM Systems, scalable AI automation tools, workflow automations, RAG/search systems, integrations, and agentic solutions that streamline operations, improve decision-making agents, reduce manual effort, and deliver measurable business value. 📌 I help organizations automate processes and rapidly build Agents & MVPs to scale. My primary focus is companies that are either really large or really small (pre series A startups, sub 30 employee service companies). ✅ Proven track record of delivering 𝟮𝟱𝟬+ AI, automation, and software projects for businesses ✅ 10+ years of experience building AI-powered workflows, agentic AI, Voice Agents Automations. ✅ Built 40+ agentic systems in 2025, helping clients automate workflows and scale operations ✅ Skilled in Python, C++, n8n, Claude, GPT/OpenAI, RAG, Search, APIs, and data pipelines ✅ Strong YouTube presence through “𝗥𝘆𝗮𝗻 & 𝗠𝗮𝘁𝘁 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲,” with 𝟰𝟯𝗞+ 𝘀𝘂𝗯𝘀𝗰𝗿𝗶𝗯𝗲𝗿𝘀. ✅ View Case Studies of real AI automation, Agents and LLM's projects on my website, 𝗪𝗶𝗱𝘁𝗵.𝗮𝗶. ✅ Scalable AI automation that reduces manual work, improves efficiency, and drives ROI. If you are looking for a 𝗧𝗼𝗽-𝗿𝗮𝘁𝗲𝗱 𝗽𝗿𝗼𝗳𝗲𝘀𝘀𝗶𝗼𝗻𝗮𝗹, who is in the list of 𝗧𝗼𝗽 1% of Upwork profiles and fast and efficient delivery, then I'm your man. 𝗪𝗵𝗮𝘁 𝗜 𝗢𝗳𝗳𝗲𝗿: n8n | Python | C++ | Replit | Claude | GPT-5 | OpenAI API | ChatGPT | Gemini | Perplexity | LangChain | LlamaIndex | MCP | RAG | AI Agents | Agentic Workflows | Workflow Automation | Business Process Automation | Voice Agents | Intelligent Search | Vector Databases | APIs | Data Pipelines | Streamlit | Azure AI Document Intelligence | Machine Learning | NLP | Computer Vision | Prompt Engineering | ReAct | AI Evaluation | Cloud Platforms | Dashboards | MVP Development | AI MVP | SaaS MVP | Startup MVP | Rapid Prototyping | Idea to MVP | Product Development | MVP Launch | Founder Support | VC-Ready MVP | Product Data Enrichment | SKU Onboarding | Catalog Optimization | LLM Orchestration | Multi-Tenant Systems 𝗥𝗲𝗰𝗲𝗻𝘁 𝗣𝗿𝗼𝗷𝗲𝗰𝘁𝘀 𝗜’𝗺 𝗣𝗿𝗼𝘂𝗱 𝗢𝗳: 🏆 2 startups in the medical record processing space have taken my document processing work and raised 𝟳 𝗳𝗶𝗴𝘂𝗿𝗲 𝗿𝗼𝘂𝗻𝗱𝘀. 🏆Completed a complex langgraph implementation for a 𝗙𝗼𝗿𝘁𝘂𝗻𝗲 𝟰𝟬𝟬 𝗰𝗼𝗺𝗽𝗮𝗻𝘆 where the work is used by massive brands like 𝗞𝗲𝗻𝘃𝘂𝗲 and 𝗚𝗲𝗻𝗲𝗿𝗮𝗹 𝗠𝗶𝗹𝗹𝘀. It focused on building a system that can optimize product data pages on Amazon based on data around competitors, Production-Grade LLM Systems, historical page data, ranking data, automated seo research, and image optimization algorithms. I focused on 14 react nodes in the structure: generate, LLM as a judge validation, deterministic validation loop for different parts of the workflow. 📌Very focused on document processing systems and building custom SOTA architectures. Let's connect and take your ideas to next level. Matt

I help startups and executives ship production AI agent systems, multi-agent orchestration, RAG pipelines, and LLM automation. 40+ projects, 100% Job Success. ✅ Top Rated Plus — Top 1% of AI Specialists & ML Engineer on Upwork ✅ Founder & CEO of TensorFold.ai | Lead AI Engineer at Origin Studios ✅ Published AI researcher (LLM reasoning & structured prompting) ✅ Working alongside senior engineers from NASA, Apple, Harvard & Warner Records WHAT I BUILD 🤖 AI Agents & Multi-Agent Systems — LangGraph, CrewAI, AutoGen, OpenAI Agents SDK, MCP servers, tool use, function calling, agentic mesh architectures for organisations 📚 RAG & Knowledge Systems — multi-source RAG, hybrid search, knowledge graphs, document pipelines with Weaviate, Pinecone, Qdrant, FAISS, pgvector 🧠 LLM Engineering — GPT-4/5, Claude, Gemini, LLaMA, Mistral; fine-tuning with PEFT (LoRA, QLoRA), LLM evaluation, prompt optimisation, cost/latency tuning ⚙️ AI Automation & Backends — FastAPI production APIs (auth, streaming, logging), n8n and workflow automation, email/CRM/Slack integrations ☁️ Cloud & MLOps — GCP (Vertex AI, Cloud Run, BigQuery), Azure (AI Studio, Functions), Docker, CI/CD RECENT RESULTS 🎵 AI transformation for a major US record label — automated label management, A&R workflows, and executive communications end-to-end, turning a fully manual operation into an AI-first organisation. 🧑‍💼 Agentic AI "chief of staff" systems for two senior entertainment & investment executives — unified calendars, email, deal flow, and reporting into a single AI-powered command center running on autopilot. 🚗 End-to-end ETL + AI insights platform for the US automotive market — processing 6M+ records daily from 18,000 dealerships, taming extreme data noise and anomalies into decision-ready dashboards for dealership owners. 🚀 REVOPS 360 (idea → funded MVP) — built the entire GenAI layer for a B2B RevOps platform: lead-gen agents, campaign creators, pitch generators, and LinkedIn assistants with 20+ modular tools and LLM routing logic. Now entering VC phase. 🏆 Resume Matcher (NLP) — transformer-based candidate shortlisting that cut hiring time by 70%. ⚠️ NOTE (client names): Your draft names Tunde Balogun / LVRN, Matt Graham / Range Media, and Wayne M. Bos directly. On a public profile, only name clients if you have written permission — otherwise use the anonymized versions above. If you DO have permission, swap in the named versions; name-dropping verified clients is a strong trust signal. OPENCLAW / CLAUDE AGENT SETUP (12+ Projects) I set up OpenClaw, NanoClaw, and NemoClaw correctly — hardened SKILL.md, sandboxed credentials, and optimized context. Most setups bleed $100+/month because skills bloat tokens, secrets sit in markdown files, and memory drifts across sessions. I fix all three: costs down 40–70%, credentials vaulted via OneCLI, context compacted, and channels properly wired across WhatsApp, Telegram, Discord, Slack, Signal, and iMessage. HOW I WORK 1️⃣ Free scoping call → clear proposal with milestones and acceptance criteria 2️⃣ Sprint-based delivery with demos every cycle — you see progress, not promises 3️⃣ Production handoff: documentation, deployment, and post-launch support I respond within a few business hours (CET, overlap with US mornings), communicate in fluent English, and stick around after launch to improve what we ship. EXPERIENCE SNAPSHOT (5+ years) 🏢 Founder & CEO — TensorFold.ai (AI product & consulting company) 🤖 Lead AI Engineer — Origin Studios (agentic mesh systems & multi-agent orchestration for enterprise and entertainment clients) 🧠 ML Engineer — DFKI (German Research Center for Artificial Intelligence) 📊 Research Assistant — NYU Tandon School of Engineering (large-scale NLP on millions of Amazon products) 🌍 Generative AI Engineer — Eriko AI | ML Engineer — Ezy-AI | Consultant — Systems Limited 🏆 Top Rated Plus on Upwork since 2022 — 40+ projects, 100% client satisfaction 🎓 M.Sc. Computer Science (AI), RPTU Kaiserslautern-Landau, Germany 📄 Published researcher — LLM reasoning & structured prompting (large-scale experiments across multiple frontier models) Let's turn your AI idea into a working, revenue-driving product. 📬 Message me — I'll reply with a concrete plan, not a sales pitch.

Hi there! I’m a senior full‑stack engineer, machine learning expert, and solutions architect with 15+ years of experience building scalable, intelligent systems - now fully focused on next‑generation AI agents and LLM‑powered products. I design and ship AI‑first applications end‑to‑end: custom LLM agents, Retrieval‑Augmented Generation (RAG) pipelines, multimodal tools, autonomous workflows, and production‑ready SaaS platforms. My work combines solid engineering, strong architecture, and state‑of‑the‑art AI so that your idea becomes a reliable, maintainable system - not just a demo. I work with the latest AI ecosystem: OpenAI (GPT‑4, GPT‑4o), Claude, Gemini and other LLMs LangChain, LangGraph, tool‑calling agents, function calling, multi‑agent systems Vector databases and semantic search (Pinecone, Weaviate, Chroma, FAISS) RAG pipelines, context compression, embeddings, document AI (PDF, OCR + NLP), voice & image models Beyond AI, I bring a battle‑tested full‑stack and cloud background, so I can own the entire delivery: Backend: Python (FastAPI, Django, Flask), Node.js (Express), Ruby on Rails Frontend: React, Next.js, TypeScript, modern component‑based UIs Mobile: React Native, Flutter for cross‑platform iOS & Android apps Data & Infra: PostgreSQL, MongoDB, Redis, ETL/data pipelines, high‑load architectures Cloud & DevOps: AWS, GCP, Azure, Docker, Kubernetes, CI/CD, observability and monitoring What I Help Clients Build AI agents, copilots and chatbots that automate complex workflows and decision‑making RAG knowledge bases and internal AI tools on top of your documents, CRM, ticketing, logs AI‑powered SaaS platforms and admin panels with secure APIs and scalable architecture End‑to‑end MVPs and PoCs that can grow into long‑term production systems High‑load web and mobile applications used by thousands of concurrent users Key Stats & Achievements 🏆 194+ successful projects completed on Upwork with global clients 💲 $5M+ earned on Upwork through high-impact full-stack and AI solutions ⏱ 55,121+ hours billed, proving long-term client trust and engagement 💼 600+ total projects delivered since 2000 across AI, web, and mobile 📚 100% of developers hold engineering degrees, ensuring expert-level technical depth 👩‍💻 Advanced AI team includes Kaggle competition masters and top ML researchers 📊 91%+ job success rate, reflecting top-tier performance and consistency 🚀 25+ AI-driven apps deployed in FinTech, EdTech, and HealthTech 🧠 30+ machine learning models built and optimized for live environments 🌎 20+ industries served, from startups to Fortune 500 clients 🧱 Founded in 2000, bringing 24+ years of experience in software innovation 🛠 40+ React + Python full-stack solutions developed for scalable applications ⚡ High-load systems deployed to serve thousands of concurrent users 📈 Client ROI increased by up to 70% in AI automation projects 💬 Featured in Forbes, MBN Magazine, and Helsinki Times for client success stories I’m comfortable joining as a hands‑on AI/ML engineer, full‑stack lead or technical architect, and taking responsibility for design, implementation and long‑term stability of the solution. If you’re serious about integrating AI into your product, building a new AI platform, or scaling an existing SaaS, let’s talk and turn your idea into a production‑ready system. Keywords AI Engineer | ML Engineer | Machine Learning | Deep Learning | Large Language Models (LLMs) | Generative AI | LLM Developer | LangChain Developer | LangGraph Expert | RAG Developer | Retrieval‑Augmented Generation | OpenAI Developer | Claude AI | Gemini AI | ChatGPT API | GPT‑4 | Autonomous Agents | Multi‑Agent Systems | AI Chatbots | AI Copilot | AI Assistant | Toolformer | Function Calling | Agentic Systems | ReAct Agents | Prompt Chaining | Agent Routing | Self‑Improving Agents | Embedding Models | Semantic Search | Pinecone | Weaviate | Chroma DB | FAISS | Vector Store | Vector Embeddings | Context Compression | AI Pipelines | Custom LLMs | Finetuned Models | Model Evaluation | ML Model Deployment | Hugging Face | Model Distillation | Data Annotation | Active Learning | AI UX | AI Product Development | AI MVP | AI SaaS | SaaS Platform | AI Integration | Python AI | FastAPI Backend | Flask | Django | Node.js Backend | Express.js | Streamlit Apps | Gradio UI | React Frontend | Next.js App | Tailwind CSS | Vite | TypeScript | UI/UX for AI Products | MLOps | DevOps | Docker | Kubernetes | GCP | AWS | Azure AI | Cloud Functions | Cloud Run | EC2 | S3 | RDS | MongoDB | PostgreSQL | Redis | Supabase | Firebase | SQL | NoSQL | NLP Developer | Computer Vision Developer | AI for Healthcare | AI for Education | AI for Finance | AI for Legal | AI for Marketing | AI for HR | Real‑Time AI | Chatbots for Customer Support | Custom API Integrations | Webhooks | AI Automations | Digital Workers | Intelligent Automation | AI Platforms | Scalable Architecture | API Gateway | Microservices | Serverless | Full‑Stack AI | B2B SaaS |

Greetings! I'm Mujtaba, a passionate data enthusiast and Kaggle Expert with 4+ years of professional experience. Over the last 1.5 years, I've immersed myself in freelancing, refining my skills and delivering outstanding results to clients globally. I take pride in having successfully completed 90+ projects, showcasing expertise in data cleaning, analysis, visualization, machine learning, and deep learning. Skills: -Python Programming -Data Analysis and Visualization -Data Cleaning and Transformation -Data Extraction -Feature Engineering -Machine Learning and Deep Learning -Computer Vision -Natural Language Processing (NLP) -Audio Recognition and Preprocessing -Gen AI/LLM/Comfy UI/GPT/Open AI API -Prompt Engineering Tools: -Python/SQL -Pandas -Matplotlib/Seaborn/Plotly -NumPy -Scikit-Learn/Tensorflow/Keras/Pytorch/NLTK/OpenCV -Streamlit -MS Excel/MS Power BI -Jupyter Notebook/Kaggle/Google Colab -VS Code and many more (will use new tool, if required). Client satisfaction is my top priority, and I am dedicated to delivering high-quality work that not only meets but exceeds client expectations. Whether you require comprehensive data analysis, GUI development, or support with machine learning projects, I am here to tailor a solution to your unique needs. If you're in search of a skilled data scientist who seamlessly blends technical expertise with a commitment to excellence, I encourage you to reach out. Let's collaborate and transform your data challenges into opportunities for success. Thank you for considering my profile. I eagerly anticipate the prospect of working together.

𝗜'𝗺 𝗦𝗮𝗺𝗶𝗻𝗮, a seasoned Full Stack Developer with over 12 years of experience working with both startups and large organizations, specializing in building scalable, high-performance web applications and APIs. My expertise spans Python, Node.js, React, AWS, and a variety of other technologies. I focus on delivering solutions that help businesses improve their operations, enhance efficiency, and achieve measurable results. Whether you're a startup looking to bring an idea to life or a larger organization needing robust, enterprise-level solutions, I ensure that every project I work on is built with clean, reliable code that aligns with your business goals. 𝑾𝒉𝒂𝒕 𝑰 𝑪𝒂𝒏 𝑫𝒐 𝑭𝒐𝒓 𝒀𝒐𝒖: 🔹 𝗦𝗰𝗮𝗹𝗮𝗯𝗹𝗲 𝗪𝗲𝗯 𝗔𝗽𝗽𝘀 & 𝗔𝗣𝗜𝘀: From building sleek, responsive web apps to designing powerful, efficient APIs, I ensure that your technology solutions are built to grow alongside your business. 🔹 𝗔𝗜-𝗗𝗿𝗶𝘃𝗲𝗻 𝗦𝘆𝘀𝘁𝗲𝗺𝘀 & 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻: I specialize in implementing AI agents, machine learning, and automation to help businesses reduce operational costs, automate repetitive tasks, and boost efficiency. 🔹 𝗠𝗩𝗣 𝗗𝗲𝗹𝗶𝘃𝗲𝗿𝘆: Whether you're launching a new product or testing a new idea, I can help you deliver a robust MVP quickly and efficiently, reducing time-to-market while ensuring a high-quality user experience. 🔹 𝗖𝘂𝘀𝘁𝗼𝗺 𝗦𝗼𝗹𝘂𝘁𝗶𝗼𝗻𝘀: I work closely with you to develop tailored systems that meet your exact needs, whether it’s a custom chatbot for customer support, AI-powered analytics, or an automation platform that drives productivity. 𝑺𝒖𝒄𝒄𝒆𝒔𝒔 𝑺𝒕𝒐𝒓𝒊𝒆𝒔: 🔹 𝗛𝗲𝗮𝗹𝘁𝗵𝗰𝗮𝗿𝗲: Developed an AI Notetaker that helped doctors save 6 hours per week by automating patient follow-ups, improving communication, and enhancing patient satisfaction by 40%. 🔹 𝗦𝘂𝗽𝗽𝗹𝘆 𝗖𝗵𝗮𝗶𝗻: Automated purchase order processing, cutting manual entry time by 85% and reducing order errors by 92%, allowing businesses to process more orders with fewer resources. 🔹 𝗠𝗲𝗻𝘁𝗮𝗹 𝗛𝗲𝗮𝗹𝘁𝗵: Built an AI Therapy Assistant that scaled therapist support by 10x, resulting in shorter wait times and better outcomes for clients. 𝑻𝒆𝒄𝒉𝒏𝒐𝒍𝒐𝒈𝒊𝒆𝒔 𝑰 𝑼𝒔𝒆: 🔸 𝗙𝗿𝗼𝗻𝘁𝗲𝗻𝗱: React.js, Next.js, Tailwind CSS 🔸 𝗕𝗮𝗰𝗸𝗲𝗻𝗱: Django, Flask, Node.js, Express 🔸 𝗗𝗮𝘁𝗮𝗯𝗮𝘀𝗲𝘀: MongoDB, PostgreSQL, MySQL 🔸 𝗖𝗹𝗼𝘂𝗱: AWS (EC2, Lambda, S3, API Gateway), CI/CD pipelines 🔸 𝗔𝗜/𝗠𝗟: LangChain, AI agents, deep learning, machine learning 🔸 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻: RAG Pipelines, Multi-Agent Frameworks, Docker, Kubernetes 🔸 𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻𝘀 & 𝗔𝗣𝗜𝘀: CRMs (HubSpot, Salesforce), ERPs, Firebase, Slack, MS Teams, Zapier, Stripe, PayPal, REST & GraphQL APIs 𝑾𝒉𝒚 𝑾𝒐𝒓𝒌 𝑾𝒊𝒕𝒉 𝑴𝒆: 🚀 𝗖𝗹𝗲𝗮𝗻, 𝗢𝗽𝘁𝗶𝗺𝗶𝘇𝗲𝗱 𝗖𝗼𝗱𝗲: I write scalable, reliable, and maintainable code that grows with your business needs. ☁️ 𝗦𝗲𝗮𝗺𝗹𝗲𝘀𝘀 𝗗𝗲𝗽𝗹𝗼𝘆𝗺𝗲𝗻𝘁𝘀: My experience in cloud infrastructure ensures smooth and efficient deployments, using AWS and modern CI/CD practices. ⚡ 𝗙𝗮𝘀𝘁 & 𝗖𝗹𝗲𝗮𝗿 𝗖𝗼𝗺𝗺𝘂𝗻𝗶𝗰𝗮𝘁𝗶𝗼𝗻: You’ll hear from me within 30 minutes, and I ensure every milestone, deliverable, and cost is transparent, with no scope creep or hidden charges. 💡𝗘𝗻𝗱-𝘁𝗼-𝗘𝗻𝗱 𝗢𝘄𝗻𝗲𝗿𝘀𝗵𝗶𝗽: From ideation to deployment, I take full responsibility for your project, ensuring that it’s delivered on time and within budget. 🔑𝗣𝗿𝗼𝘃𝗲𝗻 𝗧𝗿𝗮𝗰𝗸 𝗥𝗲𝗰𝗼𝗿𝗱: I’m a top-rated freelancer on Upwork with a perfect 5-star rating, a history of exceeding client expectations, and an impressive 93% on-time, on-budget completion rate. 𝑳𝒆𝒕’𝒔 𝒘𝒐𝒓𝒌 𝒕𝒐𝒈𝒆𝒕𝒉𝒆𝒓 𝒕𝒐 𝒃𝒓𝒊𝒏𝒈 𝒚𝒐𝒖𝒓 𝒏𝒆𝒙𝒕 𝒘𝒆𝒃 𝒂𝒑𝒑, 𝑨𝑰 𝒔𝒚𝒔𝒕𝒆𝒎, 𝒐𝒓 𝒂𝒖𝒕𝒐𝒎𝒂𝒕𝒊𝒐𝒏 𝒔𝒐𝒍𝒖𝒕𝒊𝒐𝒏 𝒕𝒐 𝒍𝒊𝒇𝒆. 𝑪𝒍𝒊𝒄𝒌 𝒕𝒉𝒆 "𝑴𝒆𝒔𝒔𝒂𝒈𝒆" 𝒃𝒖𝒕𝒕𝒐𝒏, 𝒂𝒏𝒅 𝑰’𝒍𝒍 𝒓𝒆𝒔𝒑𝒐𝒏𝒅 𝒘𝒊𝒕𝒉𝒊𝒏 30 𝒎𝒊𝒏𝒖𝒕𝒆𝒔 𝒊𝒇 𝑰’𝒎 𝒂𝒘𝒂𝒌𝒆.

My name is Marouane MARHOUN, and I am a Machine Learning and Deep Learning enthusiast based in Morocco. I specialize in providing efficient solutions utilizing machine learning and deep learning models, whether implemented from scratch, based on academic papers, or through fine-tuning existing models. I possess extensive experience in developing, training, evaluating, and deploying deep learning models across various domains, including Natural Language Processing (NLP) and computer vision. My project portfolio encompasses a range of tasks such as clustering, image recognition, CSV text classification, time-series forecasting, classification, segmentation, and detection. I hold a Master's Degree in Signal Processing and Machine Learning, complemented by multiple certifications from esteemed platforms such as Coursera, Kaggle, IBM, and CognitiveClass. My areas of expertise include: ✔️ Machine Learning ✔️ Deep Learning ✔️ Exploratory Data Analysis ✔️ Digital Image Processing ✔️ Optimization ✔️ Data Mining ✔️ Data Visualization ✔️ Web Scraping For further insights into my work, please visit my GitHub repository: github.com/MarMarhoun. I welcome the opportunity to discuss your project in detail and am eager to assist you with any challenges you may face.

I'm a lead Machine Learning Engineer with 8+ years of experience delivering AI/ML solutions from concept to large-scale, secure and scalable deployment. Experienced in full project lifecycle management and expert in Terraform, Docker, Jenkins and Kubernetes with a strong track record in building automated CI/CD pipelines, containerized microservices and cloud-native ML systems. Kaggle Grandmaster, published researcher and trusted expert in GenAI and LLMs. Technical Skills - Programming languages: Python, SQL, Shell Scripting, Java (intermediate), JavaScript (intermediate in Node.js, Next.js) - Frameworks and Libraries: PyTorch, TensorFlow, Transformers, LangChain, NLTK, OpenCV - GenAI and LLM Tools: Prompt Engineering, RAG, GGUF, MCP, Agentic AI, Quantization and Fine-tuning - DevOps and Cloud: Git, Docker, Jenkins, Kubernetes, Terraform, AWS, Azure, GCP, Kafka, Grafana, RESTful APIs, AWS CDK I bring solid, proven expertise backed by real world outcomes. I specialize in designing scalable, production ready pipelines using LLMs, RAG, semantic search, MCP servers, Multi-Agent system and cloud-based DevOps systems. I have delivered solutions that directly impacted business growth, performance and efficiency. What I bring to the table: - Real experience building production level AI systems , not just prototypes - Focus on business value, efficiency, scalability and impact - A grounded, no-fluff approach with clean code and solid delivery - Leadership of cross functional ML teams, client success stories and long term results Why Choose Me? - Passionate and always try robust stratgies - Hands on deployment experiance of AI pipelines - Proven business impact (revenue, performance, scalability) - Communication & team collaboration - Post project support and clean, documented code - Your data, models and ideas are treated with strict confidentiality

Hello, here Ignacio! 🚀 My team and I have over 7 years of experience with AI solutions, catering to a diverse range of businesses from agile startups to established enterprises. Whether you're looking to harness the power of LLMs, Computer Vision, AI Agents, NLP or AI for Speech, we've got you covered. We specialize in bringing AI models from the lab to production in no time, ensuring seamless data handling, training, deployment, and monitoring. Over the last 3.5 years, more than 20 clients have trusted Dynamind Labs for our AI services, benefiting from our ability to transform business needs into innovative solutions. 🌟 We've partnered with industries such as Healthcare, Education, Marketing, Sports, and Manufacturing to deliver impactful results. Our Unique Approach: At Dynamind Labs, we take pride in offering personalized, effective AI solutions that push the boundaries of innovation. Our process begins with a thorough needs assessment to craft solutions that precisely match your requirements. Our expertise spans computer vision, LLMs, NLP, and speech AI, ensuring our projects are cutting-edge and highly functional. We've partnered with esteemed clients like GVentures and Ecdysis Foundation, delivering revolutionary solutions across fields—from interior design visualization to wildlife conservation. Our success in elevating operations with AI-powered chatbots, speech recognition systems, and more speaks for itself. What our clients say about us: - Ecdysis Foundation (Insect classification system 🐞): "Dynamind was great to work with, delivering an ML solution with a 70% success rate on test samples." ⭐⭐⭐⭐⭐ - Firedet (Fire detection system 🔥): "Timelines were met and the results were great. Their constant suggestions pushed the project in the right direction." ⭐⭐⭐⭐⭐ - Valoro (Voice cloning in Spanish 🎤): "Their ability to modify and train the model from scratch impressed us, as they generated realistic Spanish audio for us." ⭐⭐⭐⭐⭐ Some of the technologies we use: - 🤖 LangChain, VectorDBs, LangGraph (Agentic AI) - 🔄 Transformer models (Huggingface) - 🧠 NLP Models (LLMs, LLMs fine-tuning, ChatGPT, Claude) - 📸 Advanced Computer Vision (YOLO, OpenPose) - 🗣️ Voice cloning and Speech-to-text models, audio segmentation models - ☁️ AWS Cloud Services Additional collaborations: - 💬 Story AI: Transformative marketing chatbots - 🏥 We Trials: Pioneering healthcare advancements - 🏋️ Gym Visio: AI-based fitness solutions FREE 30-Minute Consultation: Thank you for exploring Dynamind Labs. Ready to elevate your business with cutting-edge AI solutions? Let’s make it happen! 🚀 Enjoy a Free 30-Minute Consultation to discuss your unique needs and explore how we can bring your ideas to life. Reach out today; let’s build something great together!

Proven Data Analyst & AI/ML Consultant (4+ Years Exp. | 56+ Projects | 300+ Hrs). I specialize in applying advanced analytical techniques (LSTM, XGBoost) and financial theory (M.S. Economics) to generate quantifiable business outcomes. Delivered high-impact studies enabling clients to collect multi-million dollar fees, and I create automated Power BI/R Shiny dashboards. Focus: Actionable Insights. 💡 Core Expertise: Applied AI & Advanced Analytics My strength is moving beyond standard reports to deploy functional, measurable solutions. Financial & Causal Analysis: Expertise in Causal Analysis for investment strategies and Financial Forecasting using models like LSTM and XGBoost. Generative AI Development: Built and deployed full-stack Generative AI applications using Python Flask/Next.js and Groq LLM API (e.g., the Outdoor GenAI platform). Production ML Modeling: Developed and optimized production-ready models, including Logistic Regression and XGBoost, with performance tuning via GridSearchCV. 📊 Business Intelligence & Reporting (Power BI / R) Transforming raw data into clear, interactive visuals that empower strategic decisions. High-Impact Dashboards: Design and deploy professional BI tools (Power BI, Plotly) including Sales Dashboards with MySQL integration. Strategic Reporting: As a Data Analyst, I deliver comprehensive studies (Demographic, Enrollment Projection, Transportation) that inform critical infrastructure and financial planning. R Shiny Applications: Custom development of interactive R Shiny apps for complex data visualization and specialized statistical simulations. 🚀 Technical Skills & MLOps Comprehensive skills covering the entire data lifecycle, from cleaning to deployment. Primary Languages: Python, R, SQL. Database & Deployment: Proficient in MySQL, model deployment via Streamlit, and version control with Git/GitHub. Niche Analytics: Strong background in statistical consulting, Google Earth Engine (GEE) for geospatial analysis, and Excel VBA Macros. ⭐ Why Partner With Me Quantifiable Results: As a Data Analyst at Total School Solutions, I delivered Developer Fee Justification Studies and Enrollment Projection Studies that enabled clients to collect significant, multi-million dollar fees. Proven Success: 56 completed projects and 300+ hours on Upwork demonstrate commitment and proven client satisfaction. Academic Foundation: Master's degree in Economics providing a unique quantitative perspective on business challenges. Ready to discuss your project? I provide consultation, development, and deployment for data-driven results.

Bring Your AI Product Vision to Life with a Proven Expert Have an innovative AI product idea but need the right partner to execute it? You're in the right place. I’m Fatima, a seasoned AI Engineer and Consultant with over 5 years of experience in building end-to-end AI solutions that generate real business value. From AI automation to LLM applications and computer vision systems, I help startups and enterprises across finance, healthcare, e-commerce, and technology industries develop AI products that cut costs, scale fast, and unlock new growth. I don’t just code—I align AI with business strategy, ensuring measurable ROI for every product I help deliver. ✔ Key AI Project Highlights • AI Business Process Chatbot Designed a workflow automation chatbot that significantly reduced manual workload and improved customer service. Client review: "She’s a great problem solver. This chatbot significantly improved our team's efficiency.” • Multi-Modal LLM for Privacy-First AI Developed a cost-optimized, privacy-focused large language model for enterprise use. Client feedback: “Her expertise in Python, ML, and LLMs is outstanding. Always delivered on time.” • Federated Learning for IoT Security Built an AI-powered intrusion detection system for IoT networks, improving security and minimizing energy use. Client testimonial: “Her AI solution was a game-changer for our IoT security framework.” • Rapid ML Deployments at Scale Delivered multiple AI applications in fast-paced environments under tight deadlines. Client praise: “We’ve been knocking out AI projects one after another. Fatima is a powerhouse!” • AI Optimization for Delivery Speed Refined AI models to cut dev time without sacrificing accuracy. Client note: “Her alternative approaches saved us weeks of work.” ⚙ What I Offer: Full-Cycle AI Product Development • AI Strategy & Discovery Clarify your AI goals—be it funding, operational automation, or predictive analytics—and define the best execution plan. • Custom AI Solution Engineering Design and deploy tailored AI applications including LLMs, NLP engines, and computer vision pipelines. • AI Optimization & Iteration Tune, test, and evolve models for long-term performance and business impact. 🎯 Core Areas of AI Expertise • Generative AI & LLMs AI-powered chatbots, content generators, and autonomous agents • Natural Language Processing (NLP) Text classification, sentiment analysis, information retrieval, search & summarization • Computer Vision (CV) Facial recognition, object detection, image segmentation, OCR solutions • AI for Data Science & Analytics Predictive modeling, business intelligence dashboards (Power BI, Looker Studio) • AI-Driven Automation & Web Intelligence Automating workflows, extracting actionable insights from web and structured data 🛠 Tools & Technologies • Languages: Python, SQL, R, JavaScript, Go, C++ • AI/ML Frameworks: PyTorch, TensorFlow, Keras, Scikit-Learn • Data & Analytics: Power BI, Looker Studio, Google Analytics (GA4) 💡 Why Clients Choose Me • Proven AI ROI Delivering AI solutions that directly impact revenue, cost reduction, and operational efficiency • Top-Rated AI Consultant Consistently 5-star feedback for reliability, performance, and innovation • Tailored Strategies Every solution is custom-fit to your goals—not a one-size-fits-all approach 📩 Let’s Build Something Impactful If you’re looking for an AI expert to bring clarity, strategy, and technical excellence to your project—let’s connect. Send a message today to turn your AI idea into a market-ready product that works.