I build practical Machine Learning models and Data Science solutions from data preprocessing to deployment in web applications. Built models trained on 5k–10k images, achieving ~85–90% accuracy on test datasets. Implemented end-to-end model deployment and integration, including feature preprocessing, API setup, and front-end visualization. My focus is on Computer Vision and Deep Learning projects, delivering solutions that work reliably in real-world environments. Skills: Tools/Frameworks: Python, TensorFlow (Keras), TensorFlow.js, Scikit-learn, OpenCV, Jupyter, ONNX ML & DL: Computer Vision, YOLO, Object detection, CNN, RNN, LSTM, Transformers Deployment & Integration: AWS, Azure, API integration, browser-based models Data Science & Analytics: Data Preprocessing, Data Collection, Feature Engineering, Exploratory Data Analysis (EDA), Data Visualization

I'm a Data Scientist and Machine Learning Engineer with 5+ years of experience helping SMEs turn messy data, unstructured text, and manual workflows into intelligent, automated systems that drive real business outcomes. My core strength lies in building production-ready ML and NLP solutions, from custom LLM applications and RAG pipelines to fully autonomous AI agents, that don't just work in a notebook but actually perform at scale. I've worked across healthcare, fintech, e-commerce, SaaS, and customer support, and I bring both the technical depth and business thinking to every project. You're probably sitting on thousands of support tickets, internal documents, customer conversations, or operational data that your team processes manually. Leads slip through the cracks, customers wait too long for answers, insights stay buried in spreadsheets, and your competitors are already automating what your team still does by hand. The longer you wait, the more it costs you in time, in errors, and in missed opportunities. 𝐌𝐲 𝐄𝐱𝐩𝐞𝐫𝐭𝐢𝐬𝐞 𝐔𝐦𝐛𝐫𝐞𝐥𝐥𝐚: 1. LLMs & Generative AI: OpenAI API (GPT-4, GPT-3.5), Claude, Gemini API, LangChain, LlamaIndex, RAG Pipelines, Prompt Engineering, Zero-shot & Few-shot Reasoning, In-context Learning, Text-to-SQL 2. Agentic AI: Multi-agent systems, LangGraph, CrewAI, AutoGen, Tool-use & Function Calling, Autonomous Workflow Agents, Memory & Planning Architectures 3. NLP: Named Entity Recognition, Text Classification, Sentiment Analysis, Semantic Search, Vector Embeddings (OpenAI, Sentence-Transformers), Topic Modeling, Summarization, Wav2Vec2.0, Whisper, HuBERT 4. Machine Learning & Deep Learning: CNN, LSTM, Transformer-based Models, Diffusion Models, LoRA/QLoRA Fine-tuning, Ensemble Modeling, Scikit-learn, XGBoost, PyTorch, TensorFlow 5. Data Science & Analytics: Exploratory Data Analysis, Statistical Modeling, A/B Testing, Forecasting, Pandas, NumPy, SQL, Tableau, Power BI 6. MLOps & Deployment: FastAPI, Flask, Streamlit, AWS (Bedrock, EC2, Lambda), CI/CD Pipelines, Apache Airflow, n8n, PostgreSQL, Vector Databases (Pinecone, Weaviate, ChromaDB) I design and deploy AI systems that automate customer support with 90%+ resolution accuracy, build RAG-powered knowledge assistants that cut research time by 10x, deploy autonomous agents that handle multi-step workflows end to end, and turn raw business data into predictive models that drive smarter decisions. My clients don't hire me for the tech. They hire me for the results. That means fewer manual errors, 60 to 80% faster processing, reduced operational costs, and decision-making backed by real-time intelligence. Whether it's an AI agent saving $50K/year in support overhead or an NLP pipeline that replaces 3 full-time analysts, I build solutions where the ROI is obvious within weeks, not months. Every engagement starts with a 𝐅𝐑𝐄𝐄 𝐂𝐨𝐧𝐬𝐮𝐥𝐭𝐚𝐭𝐢𝐨𝐧 where I assess your data challenge, identify quick wins, and map out a clear roadmap. I deliver production-grade systems with clean documentation, so your team isn't dependent on me forever. 𝗦𝗲𝗻𝗱 𝗮 𝗺𝗲𝘀𝘀𝗮𝗴𝗲 𝗼𝗿 𝗶𝗻𝘃𝗶𝘁𝗲 𝗺𝗲 𝘁𝗼 𝘆𝗼𝘂𝗿 𝗷𝗼𝗯, 𝗰𝗼𝘀𝘁𝘀 𝘆𝗼𝘂 𝗮𝗯𝘀𝗼𝗹𝘂𝘁𝗲𝗹𝘆 𝗻𝗼𝘁𝗵𝗶𝗻𝗴, 𝗮𝗻𝗱 𝘁𝗵𝗲 𝘄𝗼𝗿𝘀𝘁 𝘁𝗵𝗮𝘁 𝗵𝗮𝗽𝗽𝗲𝗻𝘀 𝗶𝘀 𝘆𝗼𝘂 𝗱𝗶𝘀𝗰𝗼𝘃𝗲𝗿 𝘀𝗼𝗺𝗲𝗼𝗻𝗲 𝘄𝗵𝗼 𝗮𝗰𝘁𝘂𝗮𝗹𝗹𝘆 𝗴𝗲𝘁𝘀 𝘆𝗼𝘂𝗿 𝘃𝗶𝘀𝗶𝗼𝗻. Thanks Aneeba A.

Data and AI matter only when they change outcomes. I design and ship ML systems that cut cycle time, improve accuracy, and unlock new value—without adding operational overhead. I am an AI Engineer and Data Scientist with strong foundations in statistics, analytics, classical ML, deep learning, and modern LLMs. I’ve delivered production-grade solutions across language, vision, and predictive analytics, pairing rigorous methodology with a clear business focus. Focus areas: • Generative AI & LLMs: RAG assistants, prompt strategy, evaluation/guardrails • ML & Predictive Modeling: regression/trees, clustering, forecasting, anomaly detection • NLP & Computer Vision: classification, extraction (NER/OCR), retrieval/semantic search • Data Analytics: EDA, KPI design, cohorts, A/B testing, dashboards and storytelling • Data & MLOps: reliable pipelines, CI/CD, containerization, monitoring, cost control If you want an AI partner who can move from whiteboard to production—and create measurable value, drive results that matter, and deliver real business impact—let’s talk.

PROFESSIONAL PROFILE Food Scientist and PhD Candidate with a strong background in Food Quality, Food Safety, Quality Assurance, Food-Drug Interactions and Regulatory Affairs. Experienced in industrial quality environments, food labeling compliance . Combines academic research, food industry practice and regulatory training, with a clear interest in pharmaceutical industry roles in QA, Regulatory Affairs, Clinical/Scientific Operations and R&D support. CORE COMPETENCIES Quality Assurance & Documentation | Food Safety & Compliance | Regulatory Affairs Fundamentals | Marketing Authorisation Procedures | Pharmacovigilance Awareness | Clinical Trials Regulatory Basics | Food-Drug Interaction Research | Food Labelling & Nutrition Declarations | Scientific Writing | Data Interpretation | NIR Technology Fundamentals | Cross-functional Communication

I own the whole build, not a slice of it. I'm the full-stack engineer founders and funded teams bring in to take AI-native products from concept to production. I specialize in React, Next.js, and Node.js, and I build the AI layer on top, AI agents, RAG systems, and automation workflows that connect to real business logic, not demos. I've led builds that went on to close real outcomes, including a platform that closed a $1.99M investment round after launch, and a deal flow platform I built for a $600M+ AUM venture capital firm. I've also taken products from broken to production, including turning a 10% conversion rate into 80% through performance and UX work alone. From MVPs to mature platforms, I handle the full build, product thinking, frontend, backend, integrations, AI features, performance, and launch. You get one senior developer who moves fast without sacrificing architecture or quality. 𝐖𝐡𝐚𝐭 𝐈 𝐛𝐮𝐢𝐥𝐝 • AI-native products from concept to production, for founders and funded teams • Next.js / React web apps with scalable Node.js backends • AI agents, RAG pipelines, and automation workflows for copilots, chatbots, and internal tools • SaaS platforms and internal tools • React Native mobile apps for iOS and Android • AI-generated prototypes turned into clean, production-ready apps 𝐖𝐡𝐚𝐭 𝐈 𝐡𝐞𝐥𝐩 𝐟𝐢𝐱 • Messy AI-generated code • Weak architecture and logic issues • Performance bottlenecks • Broken integrations • Poor scalability • Unfinished apps that need a senior developer to take them across the finish line 𝐑𝐞𝐜𝐞𝐧𝐭 𝐫𝐞𝐬𝐮𝐥𝐭𝐬 • Built the frontend for a platform that went on to close a $1.99M investment round after launch • Built the frontend for a $600M+ AUM venture capital firm's deal flow platform • Delivered an AI assistant that cut repetitive staff inquiries by 75% and saved $65K in annual capacity for a K-12 education platform • Built and now run my own AI chatbot SaaS product from the ground up, live with paying customers across multiple pricing tiers • Improved conversion from 10% to 80% after performance and UX improvements 𝐂𝐨𝐫𝐞 𝐬𝐭𝐚𝐜𝐤 𝘍𝘳𝘰𝘯𝘵𝘦𝘯𝘥: React, Next.js, TypeScript, JavaScript, Tailwind CSS, MUI, Ant Design, GSAP 𝘉𝘢𝘤𝘬𝘦𝘯𝘥: Node.js, Next.js APIs, GraphQL, REST APIs, JWT, OAuth 𝘔𝘰𝘣𝘪𝘭𝘦: React Native, Flutter 𝘋𝘢𝘵𝘢: PostgreSQL, MySQL, MongoDB, DynamoDB, Firebase, Supabase for auth, real-time data, and full database architecture on production healthcare and SaaS platforms 𝘊𝘭𝘰𝘶𝘥/𝘋𝘦𝘷𝘖𝘱𝘴: AWS, Docker, Kubernetes, CI/CD, Serverless, Terraform 𝘈𝘐: OpenAI, Google Vertex AI, Gemini, Voyage AI, LangChain, RAG pipelines, embeddings, AI agents, automation workflows, LLM integrations Integrations. Stripe, PayPal, Auth0, social APIs, SendGrid, WebSockets 𝐒𝐞𝐥𝐞𝐜𝐭𝐞𝐝 𝐩𝐫𝐨𝐣𝐞𝐜𝐭𝐬 𝐅𝐢𝐧𝐯𝐞𝐫𝐚 is a full-stack stock news and screener platform built with SSR/SEO and data visualization. 𝐖𝐚𝐢𝐯𝐬 𝐀𝐈 is a full-stack clinical documentation platform with real-time transcription, reporting a 42% reduction in readmissions and 349% ROI. 𝐃𝐄𝐋𝐈 is a full-stack real estate search platform with MLS data and AI-powered matching. 𝐁𝐚𝐛𝐨𝐁𝐨𝐭 and 𝗟𝗲𝗮𝗳𝗔𝗜 are full-stack knowledge base platforms with admin tools, analytics, and an AI chat layer. 𝐀𝐯𝐢𝐚𝐭𝐢𝐨𝐧 𝐀𝐬𝐬𝐢𝐬𝐭𝐚𝐧𝐭 is a full-stack subscription app with chat and voice features. 𝐅𝐥𝐮𝐞𝐧𝐜𝐫 𝐆𝐥𝐨𝐛𝐚𝐥 is a full-stack social media analytics platform across major channels.. 𝐇𝐨𝐰 𝐈 𝐰𝐨𝐫𝐤 Scope, prototype, production. Clean, typed code. Accessible UI. Measurable gains in speed, SEO, and conversion. Frequent updates, clear communication, zero surprises. Tell me what you're building or what's broken, and I'll tell you exactly how I'd approach it.

I am a seasoned data scientist with over a decade of experience in data analytics and business intelligence. I hold a Master’s degree in Data Science and Business Analytics. Throughout my career, I have worked across both the service and manufacturing industries. My expertise spans a wide range of areas, including customer behavior analysis, customer segmentation, customer retention and loyalty, customer value management, feasibility studies, and sales performance monitoring. I am proficient in designing and creating dashboards using Microsoft Power BI, and possess advanced skills in SQL and Python. Additionally, I have substantial experience with NLP models, search engine indexing, textual data matching, and machine learning models.

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.

Do you need accurate, actionable insights from your survey, research, or business data to make informed decisions through powerful statistical and data science analysis? Look no further! I am a top-rated and full-time research data analyst with >8 years of experience in IBM SPSS, R, Python, SAS, STATA, NVIVO, JMP, JASP, Atlas.ti, Excel/Google Sheets. As a statistics wiz, survey expert, and data science practitioner, my areas of expertise include: ⭐️ Questionnaire/survey design & validation ⭐️ Survey & research data analysis: descriptive, inferential (Chi-Square, regression, correlation, t-test, ANOVA, etc.), predictive modeling ⭐️ Detailed interpretation & storytelling of results ⭐️ Report writing, academic formatting (APA, Harvard), and publication-ready outputs ⭐️ Advanced automation & scripting for reproducible workflows I provide a variety of services including but not limited to: ★ Sample size calculations ★ Correlation, regression, & multivariate analysis ★ Hypothesis testing & statistical modeling ★ Factor analysis (EFA/CFA), structural equation modeling ★ Predictive analytics & data visualization ▶︎ and much more My specializations: Health Research & Predictive Analysis Master's/Ph.D. Thesis & Dissertation Modeling Company Survey & Performance Analytics Social, Economic & Behavioral Data Science Projects What clients say 👉👉👉 ☆☆☆☆☆ "She is always of great help, and the turnaround time is on point. I can depend on her for assistance and explaining the work thoroughly." "Great work. Amazing communication and delivered the project on time." "Esther's results were clear, organized, and thoroughly explained. Excellent work! I'm so impressed! I appreciate her efforts and insight to the analysis of the project!" ☆☆☆☆ ✍️ Feel free to get in touch, and we can discuss your project further

Looking for an AI developer who can build production-ready AI solutions—not just prototypes? I help startups, SaaS companies, and growing businesses build AI-powered applications, AI agents, modern UI/UX, and scalable full-stack systems using Python, FastAPI, React, Next.js, OpenAI, LangChain, and the latest LLM technologies. From AI assistants and workflow automation to complete AI SaaS platforms with intuitive user experiences, I can take your idea from concept to production. 🚀 What I Build 🤖 AI Agents & Automation Custom AI Agents Multi-Agent Systems AI Workflow Automation ChatGPT Applications OpenAI API Integration MCP Servers n8n Automation AI Assistants AI Copilots 🧠 LLM Applications Retrieval-Augmented Generation (RAG) Enterprise Knowledge Base Chatbots AI Customer Support Systems LangChain LangGraph Vector Search Pinecone FAISS ChromaDB Prompt Engineering 📄 Document AI & OCR Invoice Processing OCR Systems PDF Data Extraction Receipt Parsing Bank Statement Analysis Intelligent Document Processing AI Data Validation 🌐 Full Stack Development Python FastAPI React.js Next.js Tailwind CSS REST APIs PostgreSQL Docker AWS Google Cloud Production Deployment 🎨 UI/UX Design UI/UX Design Figma Dashboard Design SaaS Product Design AI Dashboard Design Responsive Web Applications Wireframing & Prototyping Design Systems User Experience Optimization 🚀 Selected Projects ✅ AutoCA – AI Copilot for Chartered Accountants Built an AI-powered platform that automates invoice processing, OCR, GST reconciliation, bank statement parsing, and Tally export, significantly reducing manual accounting work. ✅ Multi-Modal WhatsApp AI Agent Developed an AI assistant capable of understanding text, voice notes, images, and PDF documents with intelligent workflow automation. ✅ AI Trading Assistant Built an AI-powered trading platform featuring real-time market analysis, adaptive learning, historical replay, multi-horizon predictions, and intelligent decision support. ✅ AI Customer Support Assistant Developed a RAG-based AI chatbot with document search, conversation history, admin dashboard, and knowledge base management using FastAPI, LangChain, PostgreSQL, and OpenAI. ✅ Modern AI Dashboards & UI/UX Designed and developed modern dashboards and SaaS interfaces focused on usability, responsive layouts, data visualization, and seamless user experiences using React, Next.js, Tailwind CSS, and Figma. 💡 Why Work With Me? ✔ AI + Full Stack + UI/UX expertise in one place ✔ Production-ready, scalable architecture ✔ Clean, maintainable, and well-documented code ✔ Modern, intuitive user experiences ✔ Fast communication and transparent updates ✔ Long-term technical partnership ✔ Business-focused development with practical AI solutions 📩 Let's build something amazing together! Whether you're building an AI SaaS, AI Agent, RAG chatbot, automation platform, dashboard, or custom AI application, I'm ready to help turn your idea into a production-ready product.

Hi there! I'm Murtaza, a data analyst with over 3 years of experience. After completing my MSc from the University of Minnesota Duluth, I delved into a data career and helped businesses find clarity in their numbers for agritech, ed-tech, and healthcare. I'm highly interested in collaborating, and here's how I can help your businesses- A. End-to-end Business Intelligence dashboard with Power BI with data integration from SQL-based databases, MS SharePoint, custom APIs, and flat files. I have experience writing complex SQL queries. B. Making infographics with creative design. It can be a high-level presentation with charts, numbers, and short texts designed with creative tools like Adobe Creative Suite, Canva, Figma, etc. C. Notebook-style text-heavy analytics report with tools like pandas, Python, and LaTeX. D. Group training or individual training on Power BI- I have certifications from Microsoft, and I have past teaching experience. As a human, I champion empathy and stress a listening-first approach. When I work, I pay attention to details. During delivery, I provide multiple revisions. Overall, my goal is to become your trusted and skilled partner. Try me for your next project, and you'll get a wonderful outcome. Guaranteed! Thanks