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I am an AI Engineer with 4+ years of experience building and deploying production-ready AI systems across classical machine learning, deep learning, computer vision, NLP, and Generative AI. Unlike many AI developers who focus only on LLMs, I work across the entire AI stack. I believe the best solution isn't always a large language model or an expensive API. Many real-world problems are better solved using classical machine learning or deep learning, resulting in lower infrastructure costs, faster inference, reduced latency, and greater control over your solution. My goal is always to build the most effective system not the most expensive one. Some of the areas I regularly work in include: * Classical Machine Learning (XGBoost, LightGBM, CatBoost, Random Forests, SVMs, feature engineering, predictive modelling, forecasting, anomaly detection, recommendation systems) * Deep Learning (PyTorch, TensorFlow, CNNs, Transformers, Vision Transformers, knowledge distillation, model optimization) * Computer Vision (object detection, image classification, segmentation, OCR, document understanding, face recognition, multi-object tracking, embedding-based search) * NLP & LLMs (RAG, GraphRAG, agentic workflows, fine-tuning, embeddings, semantic search, document QA, information extraction) * Generative AI applications using OpenAI, Anthropic, Gemini, and open-source models * End-to-end AI pipelines from data collection and preprocessing to training, evaluation, deployment, and monitoring I also have extensive experience optimizing AI models for production through knowledge distillation, pruning, quantization, and efficient inference, making models smaller, faster, and more cost-effective for both cloud and edge deployments. On the engineering side, I work comfortably with Python, FastAPI, PostgreSQL, pgvector, asynchronous programming, Docker, GPU acceleration, and cloud deployments. I build complete AI products and APIs that are designed to scale not just research prototypes. Beyond implementation, I enjoy solving difficult research and engineering problems. Whether it's designing a predictive model, improving model accuracy, reducing inference costs, building an intelligent document processing pipeline, or deploying an LLM application, I focus on solutions that are reliable, maintainable, and practical for production. I also lead a team of AI engineers, giving me experience not only in technical execution but also in planning, code quality, mentoring, and delivering projects on time. If you're looking for someone who can understand the problem first, choose the right AI approach, and build a production-ready solution that balances performance, cost, and scalability, I'd be happy to help.

I am an AI Researcher with numerous publications including IEEE TNNLS, MICCAI, CBMS, etc. I also have a YouTube channel named "Idiot Developer", where I upload videos related to deep learning. I also write blog posts on my website idiotdeveloper.com. ✅ Projects: 1. Human Face Landmark Detection - using pre-trained MobileNetv2 2. Multiclass Face Segmentation - using UNET. 3. Dog Breed Classification - using pre-trained ResNet50 4. Human Parsing using Crowd Instance-level Human Parsing (CHIP) dataset 5. Brain Tumor Segmentation 6. GAN to generate Anime 7. Retina Blood Vessels 8. Background Removal from Human Images and Videos 9. Implemented various segmentation architectures: U-Net, ResU-Net, DeepLabV3+, DoubleUNet, U2-Net and more. 10. Lung Segmentation 11 Autoencoders

⭐ 𝗘𝗫𝗣𝗘𝗥𝗧 𝗜𝗡 𝗖𝗢𝗠𝗣𝗨𝗧𝗘𝗥 𝗩𝗜𝗦𝗜𝗢𝗡, 𝗔𝗚𝗘𝗡𝗧𝗜𝗖 𝗔𝗜 & 𝗜𝗡𝗗𝗨𝗦𝗧𝗥𝗜𝗔𝗟 𝗔𝗨𝗧𝗢𝗠𝗔𝗧𝗜𝗢𝗡 ⭐ 🚀 Trusted by Global Enterprises, Medical AI Companies, Defense Projects & Industrial Automation Clients Worldwide 🚀 𝘼𝘽𝙊𝙐𝙏 𝙈𝙀: 🏅 Top-Rated Plus AI & Computer Vision Expert on Upwork — successfully completed 290+ projects with 6,648+ working hours across global industrial and enterprise clients. 👁️ Senior Computer Vision Expert with 20+ years of experience in AI, Embedded Systems, Industrial Automation, Intelligent Surveillance, and Edge AI applications. 🏥 Worked with Alcon as a Senior Computer Vision Expert — contributed to advanced eye-surgery and medical vision algorithms for precision healthcare applications. 💎 Worked with StarGems as a Senior AI & Computer Vision Engineer — developing intelligent vision systems, automation workflows, and AI-driven imaging solutions. 🧠 Led AI development teams at ReproScience for building next-generation surgery simulators using AI, computer vision, real-time processing, and intelligent automation technologies. 🛡️ Contributed to projects associated with Indian Defence research organizations involving intelligent sensing, surveillance, signal processing, and advanced automation systems. 🚀 Specialized in Agentic AI, Generative AI integrations, LLM-powered automation, Computer Vision, Deep Learning, and Embedded AI solutions for industrial and enterprise environments. ⚙️ Strong expertise in developing AI-powered inspection systems, smart monitoring platforms, biometric systems, predictive analytics solutions, and real-time intelligent automation systems. 💻 Extensive hands-on experience with Python, MATLAB, C/C++, AWS, Linux, LabVIEW, Simulink, JavaScript, and Edge AI technologies for enterprise-grade deployments. 🌐 Trusted by startups, enterprises, and technology teams worldwide for delivering scalable, reliable, and production-ready AI solutions tailored to real-world industrial challenges. 𝙈𝙔 𝙎𝙀𝙍𝙑𝙄𝘾𝙀𝙎: ✔️ Computer Vision & Intelligent Video Analytics ✔️ Agentic AI & Generative AI Integrations ✔️ AI-Powered Industrial Automation ✔️ Embedded Systems & Edge AI Solutions ✔️ Machine Learning & Deep Learning Applications ✔️ Intelligent Surveillance & Biometric Systems ✔️ IoT, Smart Sensors & Real-Time Monitoring ✔️ AI Inspection & Quality Control Systems ✔️ LLM-based Automation & AI Agents ✔️ Predictive Analytics & Intelligent Decision Systems ✔️ Signal Processing & Intelligent Data Analysis ✔️ Custom AI Algorithm Development ✔️ Satellite Imaging & Gesture Recognition ✔️ Enterprise AI & Backend Automation Solutions 𝙏𝙀𝘾𝙃 𝙎𝙏𝘼𝘾𝙆: 💻 Python | MATLAB | C/C++ | JavaScript ⚙️ OpenCV | Deep Learning | Edge AI | Embedded AI ☁️ AWS | Linux | Real-Time Systems | IoT 🧠 Machine Learning | Computer Vision | Agentic AI | LLM Automation 📡 Signal Processing | Intelligent Monitoring | Industrial Automation 𝙂𝙀𝙏 𝙔𝙊𝙐𝙍 𝙁𝙍𝙀𝙀 𝘾𝙊𝙉𝙎𝙐𝙇𝙏𝘼𝙏𝙄𝙊𝙉 & 𝙋𝙍𝙊𝙅𝙀𝘾𝙏 𝙋𝙇𝘼𝙉: ✉️ Feel free to share your project requirements, datasets, images/videos, or automation challenges to receive a detailed technical approach, feasibility analysis, and estimated cost. ⚡ Fixed-price solutions are also available for many industrial AI and automation projects to ensure predictable budgets and smooth execution. 🤝 Whether you need an AI-powered inspection system, intelligent surveillance platform, embedded automation solution, or custom computer vision application — I can help transform your idea into a production-ready solution. 𝘾𝙇𝙄𝙀𝙉𝙏 𝙏𝙀𝙎𝙏𝙄𝙈𝙊𝙉𝙄𝘼𝙇𝙎: ✔️ 290+ Successfully Completed Projects ✔️ 6,648+ Working Hours Delivered ✔️ Top Rated Plus on Upwork ✔️ Long-Term Global Clients ✔️ Trusted for Complex AI & Computer Vision Projects ⭐⭐⭐⭐⭐ “Outstanding AI & Computer Vision expertise.” ⭐⭐⭐⭐⭐ “Excellent embedded AI & automation solutions.” ⭐⭐⭐⭐⭐ “Highly reliable for industrial AI projects.” ⭐⭐⭐⭐⭐ “Strong expertise in real-time intelligent systems.” ⭐⭐⭐⭐⭐ “Delivered scalable and production-ready AI solutions.”

🟢 𝗧𝗼𝗽 𝗥𝗮𝘁𝗲𝗱 𝗣𝗹𝘂𝘀 🟢 𝗠𝗖𝗣, 𝗔𝗜 𝗔𝗴𝗲𝗻𝘁𝘀, 𝗥𝗔𝗚, 𝗩𝗼𝗶𝗰𝗲 𝗔𝗴𝗲𝗻𝘁𝘀 🟢 6+ 𝗬𝗲𝗮𝗿 🟢 Available now to start the project 🔴 Top 1% Talent on Upwork ✅ Tech Stack & Expertise ❇️ Artificial Intelligence & Machine Learning: AI Development, Deep Learning, TensorFlow, PyTorch, Artificial Neural Networks, Generative AI, Data Science, Natural Language Processing, NLP ❇️ LLM Engineering: OpenAI, ChatGPT API Integration, OpenAI API, LLaMA 3, Mistral, Mixtral, Fine-Tuning using LoRA, QLoRA, DPO, RLHF, PEFT, LLM Prompt Engineering, AI Model Training, Vector Databases like Pinecone, Weaviate, FAISS, RAG pipelines ❇️ AI Agent Development: AI Chatbots, AI Bots, AI Classifiers, Voice AI, AI Text-to-Speech, AI Speech-to-Text, Bot Development, Deepbrain AI, CrewAI, AutoGen ❇️ Python Development: Flask, FastAPI, Django, GPT APIs, Pytest, BeautifulSoup, Selenium ❇️ Data Automation: Web Scraping, Crawling, Data Mining, Parsing, Workflow Automation Bots ❇️ Fullstack Development: JavaScript, React.js, Node.js, Express.js, MongoDB ❇️ DevOps & Cloud: Docker, Kubernetes, Ansible, GitLab CI/CD, AWS, Azure, GCP, DigitalOcean ❇️ API Development & Integration: RESTful APIs, OpenAI Embeddings, Webhooks, Secure Microservices, Stripe, Binance, Telegram, BetFair, OddsJam, Interactive Brokers 📌 Services I Offer ⚙️ Web Scraping, Data Extraction, Crawling & Mining ⚙️ Machine Learning Model Development & AI Implementation ⚙️ Deep Learning & AI Model Training Prompt Engineering ⚙️ AI App Development: AI Chatbots, AI Bots, AI Agent Development ⚙️ Natural Language Processing, AI Classifier & Generative AI Applications ⚙️ Financial Dashboard Development, Market Analysis & Automation ⚙️ Interactive Brokers / Binance / Telegram Bot Development ⚙️ Data Cleaning, Processing, Analysis & Visualization ⚙️ AI Text-to-Speech, AI Speech-to-Text, Voice AI Integration ⚙️ Workflow Automation, Custom Scripts, and Python-based Optimization 🤖 LLM & AI Engineering ➜ AI Model Development: Artificial Neural Networks, TensorFlow, PyTorch, Generative AI Apps ➜ LLM Fine-Tuning: Persona bots, Q&A systems, Legal/Medical NLP models using LLaMA 3, Mistral ➜ Synthetic Data Generation & Machine Learning Model Training ➜ LLM Prompt Engineering & Evaluation Pipelines for benchmarking ➜ AI Model Integration with OpenAI API, ChatGPT API, and OpenAI Embeddings ➜ Cloud-based AI Deployment: SkyPilot on AWS, GCP, RunPod ➜ Inference Optimization: vLLM, TGI with quantized models (AWQ, GPTQ, GGUF, GGML) ➜ AI Agent Development with CrewAI, AutoGen, Deepgram, Amazon Polly 🔌 API Integration Specialist ✔️ AI Chatbot Integration with ChatGPT API, OpenAI API & Vector Databases ✔️ Secure RESTful Architecture, OAuth, Token Authentication, Rate Limiting ✔️ Real-time Data Processing, Webhooks, Cloud Functions ✔️ Build Scalable Microservices for AI App Development 🧠 AI Agent & LLM Skillset Voice AI Agents: CrewAI, AutoGen, Deepgram, Amazon Polly LLM Training & Fine-Tuning: PEFT, LoRA, QLoRA, RLHF, DPO Frameworks & Tools: HuggingFace AutoTrain, Axolotl, Unsloth AI Classifiers & NLP: AI Model Training Prompt Engineering, AI Model Development, RAG Pipelines Generative AI Applications: AI Chatbots, AI Bots, AI App Development, Automation Workflows 💡 Specialized in Python, AI Development, and Automation — I build scalable AI applications, automate workflows, and develop advanced Machine Learning & Deep Learning models with seamless API integration. I successfully deliver WEB SCRAPING, DATA MINING, and AUTOMATION solutions using Python, BeautifulSoup, Selenium, and Playwright, leveraging anti-detect browsers and proxies to bypass restrictions. For data analysis & Data Science projects, I use Pandas, NumPy, Scikit-Learn, and TensorFlow. 📈 If you’re looking for an expert in Python + AI/ML Development, Chatbot Development, AI Agent Development, and API Integration who delivers high-quality solutions fast Please invite me.

As the Founder and CEO of Fx is Ai (Formerly F(x) Data Labs), I bring over 13 years of hands-on experience in full-stack development, complemented by 9 years dedicated to pushing the boundaries of machine learning. Throughout my journey, I've been a pivotal force in shaping numerous machine learning projects, specializing in cutting-edge areas like artificial neural networks, deep learning, reinforcement learning, and generative adversarial networks. My professional journey includes valuable stints with companies later acquired by Intel, showcasing my prowess in machine learning development. My expertise lies in the dynamic intersection of Data Science and Full Stack Web Development, with a strong emphasis on machine learning. I possess in-depth knowledge across various subfields, including artificial neural networks, deep learning, reinforcement learning, and generative adversarial networks. Additionally, I'm well-versed in applied machine learning, Bayesian inference, predictive analytics, deep learning techniques, and natural language processing (NLP), allowing me to adeptly navigate complex challenges. Over the past 13 years, I've had the privilege to collaborate with industry leaders such as Johnson & Johnson, Bitcoin, Symphony, Ever AI, and more. My portfolio highlights impactful projects like Fx Optimizer, H+Tree, K-means Cluster, F(x) Data Cloud, and an AI-powered marketing campaign for predicting conversion funnels. I take pride in being honored with the "Leadership and Excellence Award" from Gujarat Technological University, Ahmedabad, India—a testament to my unwavering commitment to continuous learning and consistently delivering outstanding results in the field. Eager to contribute my passion for innovation to new projects, I'm excited about leveraging my expertise to drive success and create groundbreaking solutions.

𝗧𝗼𝗽 𝗥𝗮𝘁𝗲𝗱 𝗔𝗜 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿 & 𝗙𝘂𝗹𝗹-𝗦𝘁𝗮𝗰𝗸 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗲𝗿 | 8+ 𝗬𝗲𝗮𝗿𝘀 | 𝟭% 𝗼𝗳 𝗨𝗽𝘄𝗼𝗿𝗸 | 𝟭𝟬𝟬% 𝗝𝗼𝗯 𝗦𝘂𝗰𝗰𝗲𝘀𝘀. ✅ $100K+ Total earnings ✅ 8+ Years experience as Fullstack Developer ✅ 40+ Projects Completed. ✅Top Rated Plus. ✅ 100% Job Success Rate. ✅ AWS certified ✅ Python certified ✅50hrs/week available ✅ 6+ AI/ML Integrations 🔴 I am in the 𝗧𝗼𝗽 𝟭% overall on Upwork. 🔴 I am in the 𝗧𝗼𝗽 𝟰% overall on Stack Overflow. 𝐀𝐈 𝐀𝐠𝐞𝐧𝐭 / 𝐕𝐨𝐢𝐜𝐞 𝐀𝐠𝐞𝐧𝐭𝐬: 𝐂𝐫𝐞𝐰𝐀𝐈 / 𝐀𝐮𝐭𝐨𝐆𝐞𝐧 / 𝐀𝐦𝐚𝐳𝐨𝐧 𝐏𝐨𝐥𝐥𝐲 / 𝐃𝐞𝐞𝐩𝐠𝐫𝐚𝐦 / 𝐑𝐚𝐬𝐚 𝐀𝐈 / 𝐑𝐢𝐯𝐞𝐫𝐬𝐢𝐝𝐞 𝐒𝐃𝐊 / 𝐀𝐳𝐮𝐫𝐞 𝐀𝐈 𝐒𝐩𝐞𝐞𝐜𝐡/𝐋𝐋𝐌 𝐅𝐢𝐧𝐞𝐭𝐮𝐧𝐢𝐧𝐠: 𝐔𝐬𝐢𝐧𝐠 𝐏𝐄𝐅𝐓 / 𝐋𝐨𝐑𝐀 / 𝐐𝐋𝐨𝐑𝐀 / 𝐑𝐋𝐇𝐅 / 𝐃𝐏𝐎 / 𝐒𝐅𝐓 𝐰𝐢𝐭𝐡 𝐔𝐧𝐬𝐥𝐨𝐭𝐡 / 𝐀𝐱𝐨𝐥𝐨𝐭𝐥 / 𝐇𝐮𝐠𝐠𝐢𝐧𝐠𝐅𝐚𝐜𝐞 𝐀𝐮𝐭𝐨𝐓𝐫𝐚𝐢𝐧 / 𝐒𝐚𝐠𝐞𝐌𝐚𝐤𝐞𝐫 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠/𝐎𝐩𝐞𝐧-𝐒𝐨𝐮𝐫𝐜𝐞 𝐋𝐋𝐌𝐬: 𝐋𝐋𝐀𝐌𝐀 𝟑 / 𝐌𝐢𝐬𝐭𝐫𝐚𝐥 𝟕𝐁 / 𝐌𝐢𝐱𝐭𝐫𝐚𝐥 𝟖𝐱𝟕𝐁 / 𝐅𝐚𝐥𝐜𝐨𝐧 / 𝐆𝐞𝐦𝐦𝐚 / 𝐁𝐥𝐨𝐨𝐦 / 𝐎𝐫𝐜𝐚 𝐌𝐢𝐧𝐢 / 𝐆𝐮𝐚𝐧𝐚𝐜𝐨/𝐅𝐚𝐬𝐭 𝐈𝐧𝐟𝐞𝐫𝐞𝐧𝐜𝐞: 𝐯𝐋𝐋𝐌 / 𝐓𝐆𝐈 / 𝐓𝐞𝐧𝐬𝐨𝐫𝐑𝐓-𝐋𝐋𝐌 / 𝐒𝐊𝐏𝐢𝐥𝐨𝐭/𝐏𝐫𝐨𝐦𝐩𝐭 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠: 𝐌𝐮𝐥𝐭𝐢-𝐭𝐮𝐫𝐧 / 𝐅𝐞𝐰-𝐬𝐡𝐨𝐭 / 𝐙𝐞𝐫𝐨-𝐬𝐡𝐨𝐭 / 𝐑𝐀𝐆-𝐁𝐚𝐬𝐞𝐝 / 𝐏𝐫𝐨𝐠𝐫𝐚𝐦𝐦𝐚𝐛𝐥𝐞 𝐏𝐢𝐩𝐞𝐥𝐢𝐧𝐞𝐬/𝐐𝐮𝐚𝐧𝐭𝐢𝐳𝐚𝐭𝐢𝐨𝐧: 𝐀𝐖𝐐 / 𝐆𝐏𝐓𝐐 / 𝐆𝐆𝐔𝐅 / 𝐆𝐆𝐌𝐋 / 𝐐𝐋𝐎𝐑𝐀 / 𝐏𝐓𝐐 / 𝐃𝐐/𝐑𝐀𝐆 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 I helped a wide range of customers - from small startups to enterprises - build human-like AI agents, LLM assistants, NLP projects, RAG systems, AI Knowledge Bases, AI MVP and AI chatbots. Here are some examples: · AI assistant with RAG functionality for a leading telehealth company; · LLM-based call analysis and assessment using over 40 parameters; · LLM agent to extract information from medical records; · AI agent for a real estate sales team; · Health AI assistant for nurses; · RAG software for financial and investment analysts that processes documents in various formats; · AI real-time voice avatars for US medical students. 🐍 Specialized AI Agent Expert in Python, AI Development, AI Agent Development, and Automation - I build scalable AI applications, automate workflows, and develop advanced Machine Learning & Deep Learning models with seamless API integration. 🤖 AI Agent & LLM Skillset Voice AI Agents: CrewAI, AutoGen, Deepgram, Amazon Polly LLM Training & Fine-Tuning: PEFT, LoRA, QLoRA, RLHF, DPO Frameworks & Tools: HuggingFace AutoTrain, Axolotl, Unsloth AI Classifiers & NLP: AI Model Training Prompt Engineering, AI Model Development, RAG Pipelines Generative AI Applications: AI Chatbots, AI Bots, AI App Development, Automation Workflows & AI Agent Development I can help you in AI Agent Development & build an advanced RAG system with your own data. Moreover, I can help you integrate AI / LLMs / ML in your business strategy, products and roadmap. 💬 What clients say about working with me **Aashish is the kind of full-stack ai developer you want on any project. He’s the complete package: reliable, highly skilled, and proactive. He understood our requirements immediately, made smart architectural decisions, and executed flawlessly across both frontend and backend. Whether it was optimizing performance, integrating APIs, or squashing bugs, he handled it all with ease. Can’t recommend him highly enough - he’s an asset to any dev team." 𝐋𝐋𝐌𝐬: OpenAI (GPT 3.5, GPT 4, Whisper AI), Anthropic (Claude 3.5 Sonnet), DeepSeek and open-source models (Mistral, Llama 3). 𝐀𝐈 𝐬𝐤𝐢𝐥𝐥𝐬: LlamaIndex, Langchain, Prompt Engineering, Vector store databases (Pinecone, Qdrant, Chroma DB), agents (AutoGPT, Autogen), chatbots, assistants, AI Agent Development, knowledge bases. 𝐃𝐞𝐩𝐥𝐨𝐲: Azure Cloud Services, Docker, AWS, Web apps, Chatbot platforms. 🌟 𝗔𝗱𝘃𝗮𝗻𝗰𝗲𝗱 𝗔𝗜 & 𝗟𝗟𝗠 𝗦𝗸𝗶𝗹𝗹𝘀: 🔹 AI Agents / Voice Assistants: CrewAI, AutoGen, Amazon Polly, Deepgram, Rasa AI. 🔹 Open-Source LLMs: LLaMA 3, Mistral 7B, Mixtral 8×7B, Falcon, Gemma. 🔹 Inference Optimiz 📩 If you’re looking for an AI Agent Expert in Python + AI/ML Development, Chatbot Development, AI Agent Development, and API Integration who delivers high-quality solutions fast - Please invite me. 💼 Committed to delivering excellent service, ensuring timely, accurate, and professional results. Let’s collaborate to bring your projects to new heights! ⏰ 𝐈’𝐦 𝐚𝐯𝐚𝐢𝐥𝐚𝐛𝐥𝐞 𝐚𝐥𝐥 𝐝𝐚𝐲 𝐚𝐧𝐝 𝐰𝐨𝐮𝐥𝐝 𝐥𝐨𝐯𝐞 𝐭𝐨 𝐬𝐜𝐡𝐞𝐝𝐮𝐥𝐞 𝐚 𝐪𝐮𝐢𝐜𝐤 𝟏𝟎-𝐦𝐢𝐧𝐮𝐭𝐞 𝐢𝐧𝐭𝐫𝐨𝐝𝐮𝐜𝐭𝐢𝐨𝐧 𝐜𝐚𝐥𝐥 𝐭𝐨 𝐝𝐢𝐬𝐜𝐮𝐬𝐬 𝐭𝐡𝐞 𝐩𝐫𝐨𝐣𝐞𝐜𝐭 𝐟𝐮𝐫𝐭𝐡𝐞𝐫. 𝐈𝐟 𝐲𝐨𝐮 𝐡𝐚𝐯𝐞 𝐚𝐧𝐲 𝐩𝐫𝐞𝐟𝐞𝐫𝐫𝐞𝐝 𝐭𝐢𝐦𝐞, 𝐣𝐮𝐬𝐭 𝐥𝐞𝐭 𝐦𝐞 𝐤𝐧𝐨𝐰! AI Agent Developer, GenAI Engineer, LLM Developer, RAG Engineer, Chatbot Developer, AI MVP Builder, Voice AI Developer, Python AI Engineer, Machine Learning Engineer, AI Agent Development, NLP Engineer, AI Automation Expert, AI Consultant, LLM Integration Specialist, Retrieval Augmented