👋 Welcome to my profile! I'm deeply passionate about data and technology, which led me to pursue a career as a Data Scientist, AI, LLM, and Deep Learning Developer. Now that you're here, allow me to introduce myself fully. **Notable Projects** Real-time car detection using YOLO v6. Predictive anomaly detection with LSTM. Image classification using deep learning models. LLM implementation with the LLAMA model. **What I Can Do for You:** 🤖 Machine Learning: I can make it learn very well: ++Data visualization, Data Analysis using Python libraries like Matplotlib, Seaborn, and Pandas. ++Develop machine learning models (Regression, Classification) using algorithms such as KNN, LSTM, Random Forest, Decision Trees, Gradient Boosting, implemented in Python with libraries like Scikit-learn. ++Hyperparameter tuning using tools like GridSearchCV or RandomizedSearchCV from Scikit-learn. 🚀 Deep Learning: Let’s go deeper than ever: ++Images dataset preprocessing utilizing Python libraries like OpenCV and PIL. ++Dataset augmentation through image generation techniques like GAN (Generative Adversarial Networks), PROGAN, ADGAN implemented using TensorFlow or PyTorch. ++Develop deep learning models (CNN, RNN, Capsule Network, Graph Convolutional Network) implemented with TensorFlow or PyTorch. ++Hyperparameter tuning for deep learning models using techniques like grid search or Bayesian optimization, implemented in Python. 💬 LLM: Let’s make it Large as a LLM: ++Chatbot development based on ChatGPT or LLAMA using Python and libraries like Hugging Face's Transformers or OpenAI's GPT. ++LLM fine-tuning using Hugging Face's Transformers library or other transfer learning techniques. ++LLM deployment on web platforms or chat interfaces using frameworks like Flask or FastAPI. ++Webscraping using Python libraries like BeautifulSoup or Scrapy. 👁️ Computer Vision: Beyond the Normal vision: ++Features extraction and data analysis using Python libraries such as OpenCV and scikit-image. ++Develop models like CNN, RNN, ANN, Graph Attention Network for computer vision tasks using TensorFlow or PyTorch, Vision Transformers. 🛠️ Languages and Tools: ++Proficiency in Python for coding and scripting purposes. ++SQL for data querying and manipulation. ++Pandas and NumPy for data manipulation and numerical computing. ++TensorFlow and PyTorch for deep learning model development. ++Beautiful Soup for web scraping tasks. ++Matplotlib and Seaborn for data visualization. ++PyCharm or other IDEs for development. ++SciPy for scientific computing tasks. ++MATLAB for additional data analysis or modeling tasks. ****************************************MY Goal************************************************************* *My primary objective is ensuring client satisfaction by consistently delivering high-quality work tailored to your specific needs and expectations.

🏆 A dedicated professional with comprehensive expertise in Machine Learning, Computer Vision, Deep Learning, and Generative AI. I bring extensive experience in deploying advanced AI models and optimizing solutions for both desktop and embedded environments. My background includes certifications in Data Science, Deep Learning, and Machine Learning in Production, complemented by hands-on project experience. 🏆 🏆🏆 𝙀𝙓𝙋𝙀𝙍𝙏 𝙄𝙉 🏆🏆 🚀 𝐂𝐨𝐦𝐩𝐮𝐭𝐞𝐫 𝐕𝐢𝐬𝐢𝐨𝐧 🚀 ✅ Computer Vision Tasks: Skilled in Image Classification, Image Segmentation, and Object Detection. ✅ Deep Learning Frameworks: Proficient with TensorFlow, Keras, and PyTorch for developing sophisticated neural network models. ✅ Advanced Architectures: Experience in implementing Vision Transformers, Swin Transformers, and DETR. ✅ Image Processing: Expertise in numpy, OpenCV, matplotlib, and Pillow for preprocessing and manipulation. ✅ Annotation Tools: Familiar with LabelKit, Labelbox, labelme, and Colabeler for data labeling and annotation. ✅ Embedded Computer Vision: Proficient in deploying models on resource-constrained environments using TensorFlow Lite and other techniques. ✅ Explainable AI: Utilizes LIME and Grad-CAM for model interpretability. 🚀 𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 🚀 ⭐ Supervised Learning: Implementing models such as Logistic Regression, SVMs, Decision Trees, and Neural Networks. ⭐ Unsupervised Learning: Expertise in clustering methods like K-means, DBSCAN, Birch, and Hierarchical clustering. ⭐ Semi-Supervised Learning: Leveraging both labeled and unlabeled data for improved model accuracy. ⭐ Classification and Regression: Building and tuning models for various prediction tasks including Linear, Polynomial, Ridge, and Lasso Regression. ⭐ Ensemble Methods: Enhancing model performance with Random Forests, Bagging, and Boosting techniques. ⭐ Feature Engineering: Advanced techniques for feature selection and dimensionality reduction. 🚀 𝐃𝐚𝐭𝐚 𝐀𝐧𝐚𝐥𝐲𝐬𝐢𝐬 🚀 📈 Statistical Analysis: Applying advanced statistical methods for deriving insights from complex datasets. 📈 Data Interpretation: Translating analytical findings into actionable business strategies. 📈 Trend Analysis: Identifying patterns and forecasting future trends. 📈 Predictive Modeling: Utilizing predictive models for risk assessment and decision-making. 📈 Multivariate Analysis: Handling and analyzing multi-dimensional data. 🚀 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐀𝐈 🚀 📜 Generative Adversarial Networks (GANs): Experience with StyleGAN, StyleGAN2, StackGAN, CycleGAN, SRGAN, and DCGAN. 📜 Generative AI Tools: Proficient with Ollama, LangChain, Llama3.1, RAG, Gemini, and GPT. 🚀 𝐄𝗺𝗯𝗲𝗱𝗱𝗲𝗱 𝗦𝘆𝘀𝘁𝗲𝗺𝘀 🚀 📦 Embedded Devices Experience: Expertise with Arduino, STM32, ESP32, FPGA, Raspberry Pi, and Nvidia Jetson. 📦 Deployment Projects: Successfully deployed various AI models on edge devices, including Jetson Orin Nano and Jetson Tx2, for tasks like ANPR, emotion detection, gesture recognition, and more. 🏆🏆𝗧𝗢𝗢𝗟𝗦 𝗔𝗡𝗗 𝗧𝗘𝗖𝗛𝗡𝗜𝗖𝗔𝗟 𝗦𝗞𝗜𝗟𝗟𝗦🏆🏆 🔍 Core Tools: Pandas, Numpy, Scikit-Learn, TensorFlow, Keras, PyTorch, XGBoost, LightGBM, CatBoost 🔍 Visualization: Matplotlib, Seaborn, Plotly, ggplot2 🔍 Data Processing: Dask, Apache Spark 🔍 Deep Learning: TensorFlow, Keras, PyTorch, Caffe, Theano 🔍 Natural Language Processing: NLTK, SpaCy, Gensim, BERT 🔍 Generative AI: GANs (StyleGAN, StyleGAN2, StackGAN, CycleGAN, SRGAN, DCGAN), Ollama, LangChain, Llama3.1, RAG, Gemini, GPT 🔍 Transformers: Vision Transformers, Swin Transformers, DETR 🔍 Statistical Modeling: Statsmodels, SciPy 🔍 Computer Vision: OpenCV, PIL (Python Imaging Library), skimage 🔍 Development Tools: Jupyter, Docker, Git, SVN 🔍 Embedded Devices: Arduino, STM32, ESP32, FPGA, Raspberry Pi, Nvidia Jetson 📞 𝗟𝗲𝘁 𝘂𝘀 𝗖𝗼𝗻𝗻𝗲𝗰𝘁: 💼 I am passionate about bringing innovative AI solutions to life and optimizing them for various platforms. Contact me to explore how we can collaborate on your next project and achieve outstanding results together!

For more than a decade, I utilize the R and Python programming languages to process, visualize and extract information from data and for almost five years for Geospatial analysis. I'm the author / maintainer of R packages (I've submitted more than 10 to CRAN). You can view my Github profile at the following weblink: github.com/mlampros I work with R and Rstudio on a daily basis. I can work with machine learning algorithms based on almost all CRAN, Github or Gitlab repositories. I can utilize visualization R packages such as ggplot2, plotly, tmap, leaflet, mapview. I can create shiny applications (shiny.rstudio.com/gallery/) and report my results in .pdf, word, .html or any other available format using Rmarkdown. Moreover, I'm capable of using the hybrid 'Rcpp' and 'RcppArmadillo' R packages to improve the efficiency of R code and the Keras and Pytorch deep learning libraries for regression, classification, object detection or image segmentation (with or without pre-trained models).

I design and deliver intelligent systems that bridge cutting-edge AI research with real-world impact. With 50+ successful projects for global clients, I specialize in transforming complex ideas into production-ready solutions that are fast, reliable, and scalable. Core Expertise Natural Language Intelligence – Advanced text analytics, summarization, sentiment analysis, conversational AI, and knowledge extraction. Computer Vision – Object detection, segmentation, pose/keypoint tracking, ground and aerial imagery analysis, and generative visual models. Algorithmic Engineering – Predictive modeling, time-series forecasting, recommender systems, and custom algorithm design. Full-Stack ML Applications – Robust backends (Django/Flask), interactive dashboards (React), and embedded AI systems. Audio & Speech AI – Real-time speech processing, voice synthesis, and collaborative AI-driven audio editing. *** What Sets Me Apart *** Global Communication – Fluent in English for seamless collaboration across markets. End-to-End Delivery – From concept to deployment, combining deep technical skills with consultative project management. Innovation with Pragmatism – Integrating the most effective open-source and enterprise-grade AI technologies for measurable results. Project Rescue & Optimization – Stepping in to troubleshoot, refine, and accelerate struggling AI initiatives. Whether you need a state-of-the-art AI system built from scratch or expert intervention to get a project back on track, I bring the precision of R&D and the practicality of engineering to deliver solutions that perform—and scale.

Want to deploy production-ready AI models, automate complex visual/text workflows, or build rigorous data pipelines? I bridge the gap between advanced research and scalable engineering. As an ML Engineer and Data Scientist with a Master’s degree, I specialize in building deterministic, high-performance AI systems. From fine-tuning LLMs and training computer vision models to engineering leakage-aware research datasets, I deliver clean, reproducible, and production-grade code. Whether you are a startup needing a custom RAG pipeline or an enterprise optimizing massive datasets, I ensure your models perform with mathematical precision. 🚀 CORE CAPABILITIES • AI Systems, LLMs & Automation Building robust RAG pipelines, structured data extraction systems, and automated workflows using Gemini, OpenAI, and Claude APIs. Expert in prompting strategies that yield deterministic, enterprise-grade outputs. • Natural Language Processing (NLP) & Dataset Engineering Experienced with Hugging Face Transformers for text classification, summarization, and multi-label categorization. Specialized in building leak-aware, balanced training/validation pipelines (e.g., CVEfixes vulnerability dataset parsing). • Computer Vision & Synthetic Data Generation Hands-on experience with object detection, image segmentation (U-Net variants), and custom preprocessing. I design synthetic image/video generation pipelines using state-of-the-art tools (Runway, Vidu, Veo, Stable Diffusion) for specialized model training and simulation datasets. • Machine Learning & Deep Learning (PyTorch & TensorFlow) End-to-end model development, validation, and optimization using PyTorch, TensorFlow, and Scikit-Learn. Expert at resolving class imbalances, handling massive datasets, and model benchmarking. • Statistical Modeling & Time Series Deep mathematical background in optimization, logistic/linear regression, hypothesis testing, and time-series forecasting. Experienced with complex real-world data analysis (e.g., NHANES health prediction models). • Data Quality & Engineering Advanced data cleaning and curation using Python, R, CleanLab, and Argilla to isolate and eliminate noise, outliers, and duplicates before they hit your training loop. 🛠️ TECHNICAL TOOLKIT • Languages: Python, R, Bash, SQL • AI/ML Frameworks: PyTorch, TensorFlow, Scikit-Learn, Hugging Face • Data Tools: CleanLab, Argilla, Pandas, NumPy, Excel (Pivot Tables) • Visualization: R (ggplot2), Python (Matplotlib, Seaborn) • Generative Media: Veo, Runway, Vidu, Stable Diffusion API Let’s turn your data into a competitive advantage. Click the "Invite to Job" button to discuss your project requirements!

ML | AI | LLMs | AI Agents | RAG, Computer Vision | OpenClaw | Scalable AI Infrastructure As a 𝗧𝗼𝗽 𝗥𝗮𝘁𝗲𝗱 𝗣𝗹𝘂𝘀 freelancer with 𝟰+ 𝘆𝗲𝗮𝗿𝘀 𝗼𝗳 𝗵𝗮𝗻𝗱𝘀-𝗼𝗻 𝗲𝘅𝗽𝗲𝗿𝗶𝗲𝗻𝗰𝗲, 𝗜 𝗯𝘂𝗶𝗹𝗱 𝗿𝗲𝗹𝗶𝗮𝗯𝗹𝗲 𝗔𝗜 𝘀𝘆𝘀𝘁𝗲𝗺𝘀 using LLMs, AI Agents, RAG, Computer Vision, and Automation. I’ve led end-to-end AI projects for international clients across legal, retail, media, and business automation. Whether you need an AI chatbot, autonomous agent, document intelligence solution, computer vision pipeline, or scalable AI backend, I can research, 𝗱𝗲𝘀𝗶𝗴𝗻, 𝗯𝘂𝗶𝗹𝗱, 𝗮𝗻𝗱 𝗱𝗲𝗽𝗹𝗼𝘆 it end to end. Proven Expertise & Client Satisfaction: 🎯 𝙀𝙭𝙘𝙚𝙡𝙡𝙚𝙣𝙩　𝙬𝙤𝙧𝙠　𝙖𝙣𝙙　𝙖𝙣　𝙚𝙭𝙘𝙚𝙡𝙡𝙚𝙣𝙩　𝙘𝙤𝙣𝙩𝙧𝙖𝙘𝙩𝙤𝙧　𝙛𝙤𝙧　𝙬𝙝𝙖𝙩　𝙬𝙖𝙨　𝙖𝙘𝙝𝙞𝙚𝙫𝙚𝙙．　𝙏𝙤𝙤　𝙢𝙖𝙣𝙮　𝙜𝙤𝙤𝙙　𝙬𝙤𝙧𝙙𝙨　𝙛𝙤𝙧　𝘼𝙧𝙨𝙡𝙖𝙣！　𝘿𝙚𝙛𝙞𝙣𝙞𝙩𝙚𝙡𝙮　𝙘𝙖𝙣’𝙩　𝙬𝙖𝙞𝙩　𝙩𝙤　𝙬𝙤𝙧𝙠　𝙬𝙞𝙩𝙝　𝙝𝙞𝙢　𝙖𝙜𝙖𝙞𝙣！ 🎯 𝙂𝙧𝙚𝙖𝙩　𝙦𝙪𝙖𝙡𝙞𝙩𝙮　𝙤𝙛　𝙬𝙤𝙧𝙠　𝙖𝙣𝙙　𝙘𝙡𝙚𝙖𝙧　𝙘𝙤𝙢𝙢𝙪𝙣𝙞𝙘𝙖𝙩𝙞𝙤𝙣　𝙬𝙞𝙩𝙝　𝘼𝙧𝙨𝙡𝙖𝙣．　𝘼𝙡𝙬𝙖𝙮𝙨　𝙬𝙞𝙡𝙡𝙞𝙣𝙜　𝙩𝙤　𝙜𝙤　𝙛𝙪𝙧𝙩𝙝𝙚𝙧　𝙖𝙣𝙙　𝙙𝙧𝙞𝙫𝙚　𝙗𝙮　𝙩𝙝𝙚　𝙫𝙖𝙡𝙪𝙖𝙗𝙡𝙚　𝙤𝙪𝙩𝙘𝙤𝙢𝙚𝙨． 𝗪𝗵𝗮𝘁 𝗜 𝗕𝘂𝗶𝗹𝗱 𝗟𝗟𝗠 & 𝗔𝗴𝗲𝗻𝘁𝗶𝗰 𝗔𝗜 𝗦𝘆𝘀𝘁𝗲𝗺𝘀 🔹RAG applications with accurate source citations 🔹LangChain and LangGraph agent workflows 🔹AI chatbots, copilots, and document QA systems 🔹Private LLM deployment and automation 🔹Semantic search and vector database systems 🔹Semantic search across text, audio, images, video, and documents 𝗖𝗼𝗺𝗽𝘂𝘁𝗲𝗿 𝗩𝗶𝘀𝗶𝗼𝗻 𝗦𝘆𝘀𝘁𝗲𝗺𝘀 🔹Image and Video Classification 🔹Object detection, segmentation, and tracking 🔹Face recognition and face clustering 🔹OCR and image analysis pipelines 🔹Retail shelf analysis, product detection, and gap detection 🔹AI-based quality inspection systems 🔹OpenCV, YOLO, MediaPipe, SAM, VLMs, Multi-Modal Omni Models 𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝘃𝗲 𝗔𝗜 𝗔𝗽𝗽𝗹𝗶𝗰𝗮𝘁𝗶𝗼𝗻𝘀 🔹Text, image, video, and audio generation 🔹Voice AI and speech systems 🔹Talking avatars and multimodal AI pipelines 🔹Image generation and transformation workflows 𝗣𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻 𝗔𝗜 𝗜𝗻𝗳𝗿𝗮𝘀𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗲 🔹FastAPI backends and scalable APIs 🔹Docker-based deployments 🔹Cloud infrastructure on Azure, GCP, DigitalOcean, VPS, and GPU servers 🔹GitHub CI/CD, monitoring, evaluation, and cost optimization 𝗦𝗲𝗹𝗲𝗰𝘁𝗲𝗱 𝗔𝗜 𝗣𝗿𝗼𝗷𝗲𝗰𝘁𝘀 🔹𝗔𝗜 𝗟𝗲𝗴𝗮𝗹 𝗔𝘀𝘀𝗶𝘀𝘁𝗮𝗻𝘁 𝗳𝗼𝗿 𝗙𝗿𝗲𝗻𝗰𝗵 𝗟𝗮𝘄 Built a specialized AI assistant for French lawyers using LangGraph, RAG, reranking, pinpoint source citations, specialized LLMs, embeddings, LangSmith monitoring, and secure Azure deployment. 🔹𝗦𝗵𝗲𝗹𝗿 𝗔𝗜 - 𝗥𝗲𝘁𝗮𝗶𝗹 𝗔𝗜 𝗣𝗹𝗮𝘁𝗳𝗼𝗿𝗺 Developed AI systems for product and price-tag detection, shelf gap analysis, and retail automation across 10K+ products. Deployed a high-load system on GCP with autoscaling. 🔹𝗣𝗿𝗶𝘃𝗮𝘁𝗲 𝗔𝗴𝗲𝗻𝘁 𝗦𝗽𝗮𝗰𝗲 - 𝗨𝗞 𝗕𝘂𝘀𝗶𝗻𝗲𝘀𝘀 Built complex LangChain and LangGraph workflows for document QA, image generation, web search, and private LLM deployments using Qwen2.5-32B, DeepSeek, and open-source models on Paperspace GPUs. 🔹𝗔𝗜 𝗕𝗮𝗰𝗸𝗲𝗻𝗱 𝗳𝗼𝗿 𝗩𝗶𝗱𝗲𝗼 𝗙𝗲𝗲𝗱 𝗣𝗹𝗮𝘁𝗳𝗼𝗿𝗺 Designed and developed AI backend infrastructure for a UK-based video feed platform. 🔹𝗣𝗶𝘅𝘀𝗼𝗳𝗳𝗶𝗰𝗲 - 𝗔𝗜 𝗦𝘁𝘂𝗱𝗶𝗼 𝗳𝗼𝗿 𝗣𝗵𝗼𝘁𝗼𝗴𝗿𝗮𝗽𝗵𝗲𝗿𝘀 Built face recognition, face clustering, automated album creation, and image-processing pipelines with 97%+ recognition accuracy. Deployed using GitHub CI/CD and DigitalOcean. 𝗧𝗲𝗰𝗵 𝗦𝘁𝗮𝗰𝗸 Python, FastAPI, Docker, PyTorch, TensorFlow, OpenCV, LangChain, LangGraph, FAISS, Pinecone, Qdrant, OpenAI, Claude, LLaMA, vLLM, Qwen, DeepSeek, Azure, GCP, DigitalOcean, Paperspace, VPS, serverless infrastructure. 𝗪𝗵𝘆 𝗪𝗼𝗿𝗸 𝗪𝗶𝘁𝗵 𝗠𝗲 🔸Strong experience building real-world production AI systems 🔸Skilled in both AI engineering and scalable backend infrastructure 🔸Able to handle complex workflows from data to model to deployment 🔸Focused on performance, reliability, monitoring, and cost optimization 🔸Experienced in delivering systems for legal, retail, media, photography, aquaculture, and automation use cases Let’s discuss your AI, automation, or business workflow and build a reliable system that delivers real business value.

I build AI agents, automations, and RAG systems that ship to production - not demos that die in a notebook. As the founder of BeautyBuzz AI (a live SaaS with real users), I've taken AI products through the full cycle: idea → build → deploy → scale. I'm a full-stack developer with deep AI expertise, which means you get one person who can design the model, build the backend, and ship the app - no handoffs, no gaps. What I build for clients: • AI Agents & Multi-Agent Systems — LangChain, LangGraph, CrewAI; tool-calling, memory, orchestration • AI Automation & Workflows — n8n, Make, Zapier + OpenAI/Claude; connect your CRM, email, Slack, docs so work runs itself • RAG & Knowledge Assistants — chat over your documents/data with accurate, cited answers (vector DBs, hybrid retrieval) • LLM Fine-Tuning & Integration — OpenAI, Anthropic Claude, Gemini, Llama; prompt engineering, evals, cost/latency optimization • Full-Stack AI Products & MVPs — Python/FastAPI backends, clean databases, cloud deployment (AWS/GCP/Azure), Docker, CI/CD Why clients hire me: ✅ 100% Job Success Score and $60K+ earned on Upwork ✅ Founder of a real, deployed AI SaaS — I think about your business outcome, not just the code ✅ Recent 5-star work: agentic RAG systems, document-processing automation, a high-performance LLM inference engine, and a 150-hour PostgreSQL + Python app Tech I work with daily: Python, FastAPI, LangChain, LangGraph, OpenAI & Claude APIs, MCP, Pinecone/pgvector, Hugging Face, PyTorch, TensorFlow, Docker, AWS, n8n, SQL, React/Next.js. If you need an AI agent, an automation that saves hours every week, or a production-ready AI feature built properly the first time, send me a message or invite me to your job - I reply within hours and I'll tell you honestly what's worth building.

✅ You get AI solutions designed for real use, not experimentation. I design systems that support business operations, improve workflows, and create real product value — from AI agents and copilots to RAG assistants and LLM-powered SaaS features. ✅ You get more than technical delivery. With 15+ years in tech, I bring practical architecture, scalable implementation, and a strong understanding of how to align AI solutions with real business goals from the start. ✅ You get AI that creates measurable impact. My expertise in AI, SaaS, and data engineering helps companies reduce manual work, speed up execution, improve internal efficiency, enhance customer interactions, and build stronger digital products. ✅ You get a partner who focuses on outcomes. I work with businesses that want practical AI with clear use cases — not hype, vague ideas, or endless prototyping. I can help with: 🤖 AI Agents & Copilots 🧠 Generative AI & LLM Integrations 💬 Chatbots & Voice AI 🔎 RAG & Knowledge Assistants ⚙️ AI Workflow Automation 📄 AI-Powered Data Extraction & Enrichment 🌐 AI Features for SaaS Products 📊 Predictive & Data-Driven Automation Why clients hire me: 🏆 $500K+ in AI SaaS & AI Agent projects 🏆 200+ successful Upwork projects 🏆 10+ years on the platform 🏆 Top Rated Plus 🏆 100% Job Success Score 🏆 92% client return rate

Hey there! I’m Hasan and I would love to help you build something great! My experience covers AI agents, chatbots, voice bots, workflow automation, generative AI, computer vision, machine learning and data analytics. I am also quite skilled in developing mobile and web apps. I work with businesses from the initial idea and technical planning through to development, integration and deployment. If you’re looking to build something modern, clean and AI powered, I’m here to help :) 🤝 How I can help you ✅ AI Agents, Chatbots & Voice Bots – Customer support, sales, lead qualification and appointment booking – RAG chatbots, knowledge bases and multi-agent systems – Vapi, Twilio, ElevenLabs, CrewAI and OpenAI integrations ✅ Workflow Automation – n8n, Zapier, Make, Airtable, Shopify, Notion and CRM workflows – Automated sales, marketing, reporting and customer support systems ✅ Web & Mobile App Development – AI-powered SaaS platforms, dashboards and business applications – React, Next.js, React Native, TypeScript, FastAPI and Python – API, database, payment and third-party service integrations ✅ Generative AI & Machine Learning – Content generation, document processing, OCR and prompt engineering – Computer vision, object detection, pose estimation and predictive models – Text-to-image, image-to-image and custom AI applications 🧱️ Technologies I Build With - AI Platforms and Frameworks OpenAI, LangChain, CrewAI, RAG pipelines, embeddings, prompt engineering, Hugging Face, Pinecone, Vapi, Twilio, ElevenLabs, n8n, OpenClaw, Claude, Make and Zapier. - Machine Learning and Computer Vision TensorFlow, PyTorch, OpenCV, YOLO, MediaPipe, OCR, NLP, predictive modelling and fine-tuned models. - Automation, Data and Integrations Airtable, Shopify, Notion, Stripe, Slack, Google Calendar, CRM integrations, custom APIs, web scraping, data pipelines, SQL systems, analytics and live reporting. - Web and App Development React, React Native, Flutter, Next.js, TypeScript, Node.js, FastAPI, Django, Flask, Tailwind, Supabase, Firebase, PostgreSQL and MongoDB. - Cloud and Deployment AWS, GCP, Docker, Runpod and Vercel. 📍 Solutions I Have Developed – Real estate AI voice bot for property enquiries and lead qualification – Multi agent customer support system with CRM and Stripe integration – Real-time Shopify analytics and executive alerting system – AI-powered legal advisory chatbot – Social media content creation and publishing automation – Real time logo recognition and location based promotions platform – AI resource allocation and project management application – Lead generation and market intelligence platform – Fitness tracking application using computer vision – AI powered interior design, fashion and virtual try on tools 🚀 What Sets Me Apart: - Continuous learning and adaptation to new AI technologies. - Strong problem solving abilities and attention to detail. - Exceptional communication and team collaboration skills. - Practical AI solutions built around business outcomes - Experience across agents, automation, voice AI and machine learning - End to end support from planning to deployment - Strong focus on reliability, usability and long term maintainability 🌐 Let's Connect: If you're looking for an AI professional with a deep understanding of various AI domains and a proven track record of success, I'm the right fit for your team or project. Let’s begin working together and create something great :)

Senior ML Engineer. Specializing in; Computer Vision | Medical Image Analysis | LLMs | NLP | Generative AI | Chatbot Development | Data Extraction, NER. Humayun Irshad is a Machine Learning and Computer Vision Leader, specialized in deep learning and active learning with domain expertise and a proven track record of designing, delivering and supporting innovative AI applications across multiple domains serving customers around the world. He is experienced in delivering Computer Vision and Data Science products and APIs for use cases including image recognition and classification, object detection and segmentation in 2D and 3D images/videos - application ranging from climate, satellite, medical, facial identity, self-driving vehicles, retail and fashion. With over a decade of experience in Machine Learning and Computer Vision practices, applying and training deep learning algorithms (CNN, RCNN, LSTM, Transformers), image processing methods, feature extraction techniques, pattern recognition, feature selection/regularization, boosting methodologies, generalized regression models, data visualization, analytic approximation, enumerative and graphical combinatorics, advanced implementations of operator algebras, probability theory, and statistics. Awards 🥇 Susan G. Komen Postdoctoral Fellowship 2017 🥇 Winner of ISBI Challenge on Breast Cancer Detection (Camelyon 2016) 🥇 Runner Up of ICPR MITOS Contest 2012 🥇 Winner of World Summit Youth 2009 🥇 Superwisdom Certified Core Skills & Expertise ✅ Computer Vision Applications ✅ Regulatory-Approved Medical AI ✅ LLM & Generative AI Proficiency ✅ Prompt Engineering & Model Fine-Tuning ✅ Production-Grade AI Deployment ✅ Speech Recognition & Audio Processing ✅ Generative AI Across Modalities ✅ RAG Chatbots & Intelligent Retrieval ✅ Cloud Platforms & MLOps Workflows Project Experience Highlights: Robotics Process Automation for Software Development (RPAD): - Developed and led the creation of a robust AI/ML infrastructure that drives the logic behind Record/Replay and Accessibility testing. - This infrastructure involves capturing AI bot interactions with various devices, storing and processing this data for AI models, and integrating a Data Labeling system. - It includes a dedicated model training environment using SageMaker and a real-time model serving system. Contributed to product development in the field of Robotics Process Automation for Software Development (RPAD). AI-Based Breast Cancer Diagnosis System: - Spearheaded the conceptualization and development of an AI-based Breast Cancer diagnosis system. - Managed a cross-functional team of 10 ML/CV engineers across two locations in the USA and China to bring this clinical diagnosis system to life. CAD System for Breast Screening: - Designed a CAD (Computer-Aided Detection) System for Breast screening. - This system includes the processing of Mammography, Tomosynthesis, and MRI images, encompassing tasks such as image enhancement, standardization, lump/tumor/mass detection, segmentation, classification, breast tissue characterization, and the computation of BIRAD Scores. - Notably, this system is patented and has FDA applications. Wildfire Situational Awareness Intelligence Platform: - Conceived and architected a next-generation wildfire situational awareness intelligence platform. - This platform aids fire authorities, utilities, and community organizations in proactively responding to wildfires before they become destructive. - Developed a Deep Learning-based early fire detection system by amalgamating data from various sources, including proprietary mountaintop cameras and geostationary satellites. - Orchestrated the deployment of data ingestion pipelines to facilitate continuous monitoring via images from cameras and satellites. AI-Based Workflow Enhancement for Volume Photography: - Currently engaged in the development and implementation of AI-based products aimed at optimizing workflows in volume photography. - These enhancements span various functions, including image culling, spill correction, color correction, cropping and straightening, teeth whitening, and braces removal. - Additionally, advanced algorithms have been crafted for knockout, retouching, and photo selection, particularly for yearbook production. PhD in Computational Pathology MS in Machine Learning I specialize in developing impactful AI solutions with a focus on advanced Computer Vision, LLMs, generative technologies, and FDA-cleared applications. I welcome opportunities to collaborate on building the next generation of AI innovations.