Most Machine Vision projects fail between the prototype and production. I've shipped 54+ that didn't. ⚙️YOLO Detection | Pose Estimation | Object Tracking | AI Agents | LLM Integration Sports & Fitness AI | CCTV & Surveillance AI | Retail AI | Healthcare AI You have a working concept... or a clear problem involving cameras, video, or image data. The challenge is making it fast, accurate, and stable under real-world conditions. Wrong framework choices. Inference too slow for live video. Models that break the moment lighting, angle, or environment changes. And systems that detect things but can't reason about them or act on them autonomously. That's exactly where most builds stall. I design and build real-time computer vision pipelines that go all the way... from model training to live deployment... and increasingly, from visual perception to autonomous AI agents that understand, decide, and narrate. LLM APIs (OpenAI, GPT-4o, Gemini, Claude) | AWS (EC2, S3, Lambda) | Azure Cloud Services | MLOps & API Integration | Model Deployment & Scaling While most CV engineers stop at training the model, I go further: → High-speed inference optimization using TensorRT, ONNX, OpenVINO, FP16/INT8 (up to 5× faster) → LLM agents integrated with vision pipelines for alerts, reasoning, and automation → Mobile AI deployment using Core ML (iOS) and TFLite (Android) with 10+ shipped apps → Edge AI deployment on Jetson, OpenVINO, CUDA, and embedded systems → End-to-end pipelines: data → training → optimization → real-time deployment Key Accomplishments: ⭐ $5M+ revenue from AI solutions ⭐ 100+ computer vision systems delivered ⭐ Built and launched 2 SaaS products ⭐ Real-time sports AI (7+ sports, 15+ teams) ⭐ 10+ mobile AI apps (iOS Core ML, Android TFLite) ⭐ Production AI for surveillance, industrial & safety use cases ⭐ Medical imaging AI deployed in 5+ hospitals ⭐ Up to 5× faster inference (ONNX, TensorRT, FP16/INT8) ⭐ Large-scale tracking & re-ID (1M+ labeled data) ⭐ Agentic AI systems for autonomous decision-making If you have read this far, please note that I appreciate you taking the time to learn about me. Personally, it’s been an amazing journey and knowledge exercise to get to this level of competence in AI and software development. Domain Expertise: ✅ athlete tracking | shot detection | scoring | drill analysis | pose estimation ✅ defect inspection | PPE compliance | staff monitoring | meter reading | quality control ✅ ANPR | crowd monitoring | people counting | intrusion detection | perimeter security ✅ tumor detection | ultrasound | X-ray/CT analysis | lesion segmentation | medical imaging ✅ aerial monitoring | traffic flow | license plate recognition | vehicle & accident detection ✅ customer analytics | receipt extraction | shelf monitoring | inventory tracking Tech Stack: YOLOv5–YOLOv8–YOLOv11, Detectron2, MMDetection, DeepSORT, StrongSORT, MediaPipe, OpenPose, Pose Estimation, Action Recognition, Segmentation (semantic & instance), OCR, anomaly detection, object tracking, PyTorch, TensorFlow, TFLite, Core ML, OpenCV, FastAPI, Flask, ONNX, TensorRT, OpenVINO, CUDA, AWS, Azure, GCP, edge AI, mobile AI, real-time inference, video analytics, AI automation, LLM integration (GPT-4o, Claude, Gemini, Groq), LangChain, LangGraph, CrewAI, RAG systems. 💬 If your project involves cameras, video, or images... and you need it fast, accurate, fully deployed, and intelligent enough to reason and act autonomously... I am the engineer you are looking for.

Message me // invite me to your job post for portfolio samples - many of my strongest ad campaigns are under NDA, so I share selected examples privately. I create hyper-realistic AI-generated video ads and UGC content that blend seamlessly into native social media and drive results. I specialize in AI video generation, video production, and high-performing creatives for marketing campaigns, combining buyer psychology, storytelling, and realism to produce content that sells. What I do AI-generated video and AI UGC (podcast-style, talking ads, testimonial video, social media content) Video editing and video post-editing for TikTok, Instagram, YouTube, and paid ads Video commercials, demo videos, and corporate video content Motion graphics and 2D animation for engaging ad creatives AI image generation for product and lifestyle visuals UGC and user-generated content optimized for video advertising My edge Conversion-focused video marketing and copywriting approach Deep understanding of hooks, buyer psychology, and ad performance Realistic AI-generated content that feels human, not artificial Fast iteration of multiple video ad angles for testing and scaling Tools and workflow I use CapCut, Adobe Premiere Pro, Adobe After Effects, and DaVinci Resolve Sora, Runway, HeyGen, ElevenLabs, Freepik, Higgsfield, Seedance, Stable Diffusion AI image generation, AI-generated voice over, and advanced prompt engineering Full pipeline from content creation to final video production Why clients choose me I create video ads and social media content built for performance Strong experience in social media marketing, TikTok marketing, and Instagram marketing Ability to execute full video ad campaigns and content strategies Scalable AI content creation for brands and businesses Strong communication skill I am Top Rated on Upwork with a 100 percent Job Success Score, built through consistent quality, reliability, and long-term client relationships. I take pride in understanding client needs and delivering work that meets both creative and business goals. If you already have scripts or assets, I’ll turn them into high-converting video ads. If you don’t, I’ll help you build everything from scratch, including marketing strategy and content direction. If you are looking for an AI video ads expert, UGC style, AI video generator, or a creative professional who can turn ideas into high-performing visual content, I would be glad to help bring your ideas to life.

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!

🚀 𝐈 𝐛𝐮𝐢𝐥𝐝 𝐩𝐫𝐨𝐝𝐮𝐜𝐭𝐢𝐨𝐧-𝐫𝐞𝐚𝐝𝐲 𝐀𝐈 𝐬𝐲𝐬𝐭𝐞𝐦𝐬, 𝐜𝐮𝐬𝐭𝐨𝐦 𝐑𝐀𝐆 𝐩𝐢𝐩𝐞𝐥𝐢𝐧𝐞𝐬, 𝐚𝐧𝐝 𝐚𝐠𝐞𝐧𝐭𝐢𝐜 𝐰𝐨𝐫𝐤𝐟𝐥𝐨𝐰𝐬. ⭐ 𝐓𝐨𝐩 𝐑𝐚𝐭𝐞𝐝 𝐨𝐧 𝐔𝐩𝐰𝐨𝐫𝐤 | 𝟓+ 𝐲𝐞𝐚𝐫𝐬 𝐢𝐧 𝐀𝐈, 𝐌𝐋 & 𝐅𝐮𝐥𝐥-𝐒𝐭𝐚𝐜𝐤 | 𝟏𝟓+ 𝐞𝐧𝐝-𝐭𝐨-𝐞𝐧𝐝 𝐀𝐈 𝐬𝐲𝐬𝐭𝐞𝐦𝐬 𝐬𝐡𝐢𝐩𝐩𝐞𝐝 𝐚𝐜𝐫𝐨𝐬𝐬 𝟒 𝐝𝐨𝐦𝐚𝐢𝐧𝐬 Looking for an AI Engineer to turn your concept into a scalable, real-world application? I don't just write standalone Python scripts — I build complete, end-to-end AI architectures, from the model layer up to the production app that runs it. What that looks like in practice: a 4-engine financial-document AI backend, a Claude tool-use RAG agent querying 100% live data, a 24/7 AI voice receptionist for a US medical practice, and a real-time computer-vision platform running at ~10ms latency — plus custom deep-learning models hitting 98% and 89% accuracy. Whether you need intelligent data extraction, autonomous agents using LangGraph, or real-time Computer Vision models integrated into a high-performance backend, I engineer AI solutions that actually work in production environments. As a dedicated AI Developer, I bridge the gap between complex data science and deployable software. If you need an AI Engineer who understands both the deep logic of neural networks and the practicalities of API integration, you are in the right place. 🔥 𝐖𝐡𝐚𝐭 𝐈 𝐁𝐮𝐢𝐥𝐝 (𝐏𝐫𝐨𝐯𝐞𝐧 𝐓𝐫𝐚𝐜𝐤 𝐑𝐞𝐜𝐨𝐫𝐝): Here is a look at what I have successfully delivered as a Full-Stack AI Engineer: Intelligent Data Extraction & Fintech AI: Built the core AI data-extraction backend for a billing platform , designing a robust system to parse, extract, and structure complex data from bank statements and invoices with high precision. Real Estate AI Automation: Engineered custom CAM (Common Area Maintenance) Reconciliation software. I utilized advanced OCR and AI to autonomously ingest, read, and categorize unstructured lease documents and general ledgers into structured, actionable databases. Computer Vision & Real-Time Gaming: Architected the backend and AI integration for a high-traffic gaming platform (PinballRace). I implemented YOLO object detection models for precise, real-time game state verification, seamlessly connecting the AI to a scalable FastAPI and React 19 infrastructure. Advanced Medical Imaging (Deep Learning): Conducted advanced AI research and development in Medical Imaging for a PathAI project. I successfully modified HoVer-Net architectures to achieve an 89% accuracy rate in complex brain tumor detection. ⚙️ 𝐌𝐲 𝐓𝐞𝐜𝐡𝐧𝐢𝐜𝐚𝐥 𝐀𝐫𝐬𝐞𝐧𝐚𝐥: To deliver top-tier results as an AI Developer, I utilize a modern, high-performance tech stack: Artificial Intelligence & LLMs: Generative AI, Large Language Models (OpenAI, Claude, Llama), Prompt Engineering, Custom RAG (Retrieval-Augmented Generation) Pipelines, Vector Databases (Pinecone, Weaviate, ChromaDB). AI Agents & Orchestration: LangChain, LangGraph, AutoGPT, building autonomous agents that execute multi-step logical workflows. Computer Vision & Machine Learning: Object Detection & Tracking, Image Segmentation, YOLO (v8, v11, v12), OCR (Optical Character Recognition), PyTorch, TensorFlow, Scikit-Learn, Pandas, NumPy. Backend & API Development: Python, FastAPI, Express.js (TypeScript), RESTful APIs, WebSockets, system architecture design. Frontend & Full-Stack: React 19, modern web interfaces designed to interact flawlessly with heavy AI backends. Databases & Deployment: PostgreSQL, MongoDB, Docker, Git, Cloud Deployments (AWS, GCP). 💡 𝐖𝐡𝐲 𝐇𝐢𝐫𝐞 𝐌𝐞 𝐀𝐬 𝐘𝐨𝐮𝐫 𝐀𝐈 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫? End-to-End Execution: I don't just hand you a Jupyter Notebook. I deliver fully functioning, integrated web applications where the AI is the core engine. Business-Centric AI: I build systems that solve actual business problems—whether that is automating hours of manual data entry via OCR or creating custom chatbots that know your company's proprietary data inside and out. Future-Proof Code: The AI landscape changes weekly. I build modular, scalable pipelines so your application can easily swap to the newest models when they are released. If you are looking for a reliable, highly technical AI Engineer, Machine Learning Consultant, or Full-Stack AI Developer to bring your vision to life, let's talk. Send me a message with a brief overview of your project, and we can discuss the best architectural approach to make it happen.

✅ Upwork's Top Choice ✅ Senior Full Stack & AI Engineer ✅ 100+ AI MVPs, RAG Systems & Scalable SaaS Platforms Delivered Worldwide ✅ Top 1% of Upwork Talent What I deliver: ✓ Voice AI & Conversational Agents — Production voice agents using LiveKit, Telnyx, Twilio SIP trunking, Deepgram STT, ElevenLabs TTS, and OpenAI Realtime API. Inbound receptionists, outbound campaigns, lead qualification, appointment booking, and human handoff. Real telephony, real conversations, real business outcomes. ✓ Advanced AI, RAG & LLM Engineering — Building production-grade RAG pipelines, AI agents, and LLM-powered applications using Generative AI, Vector Databases, Computer Vision, and NLP. I connect AI to your proprietary data through secure, retrieval-augmented architectures and custom AI assistants built for real business use cases. ✓ Full-Stack AI SaaS Development — Delivering scalable, high-performance AI SaaS MVPs and multi-tenant platforms using React, Next.js, FastAPI, and Django. I specialize in SaaS architecture that bridges the gap between cutting-edge AI capabilities and production-ready web applications. ✓ AI Cloud & Infrastructure Engineering — Real-time AI inference pipelines on AWS (Bedrock, SageMaker, Lambda, EC2, S3), Azure (OpenAI Service, AI Foundry, Functions), and GCP (Vertex AI, Cloud Run). Robust DevOps with Docker, Kubernetes, Terraform, CI/CD — built to scale with your SaaS product and survive real production traffic. ✓ Intelligent Multi-Agent & Agentic AI Systems — Designing coordinated multi-agent AI systems, autonomous RAG workflows, and AI-native SaaS applications that automate complex business processes, reduce operational overhead, and eliminate bottlenecks at scale. ✓ Big Data, Backend & Cloud Engineering — Processing massive datasets for AI workloads, building real-time prediction pipelines, and designing robust cloud architectures with strong DevOps practices — built to scale with your SaaS product from day one. Whether you're building a healthcare AI platform, fintech AI SaaS, RAG-powered knowledge base, AI Voice Agent, or an LLM-integrated MVP — I bring the full-stack AI expertise to take it from concept to production. My AI & Engineering Stack: 🔹 LLMs & APIs: OpenAI GPT-4o, Anthropic Claude, Google Gemini, Mistral, LLaMA 3, Mixtral, Falcon, Gemma, Ollama 🔹 Voice & Telephony: LiveKit, Telnyx, Twilio, Deepgram, ElevenLabs, Whisper, OpenAI Realtime 🔹 AI Frameworks: LangChain, LlamaIndex, LangGraph, CrewAI, AutoGen, Haystack, Semantic Kernel 🔹 Vector Databases: Pinecone, Chroma, Qdrant, Weaviate, FAISS, Milvus, pgvector 🔹 Cloud AI: AWS Bedrock, SageMaker, Lambda · Azure OpenAI, AI Foundry · GCP Vertex AI 🔹 Backend: Python (FastAPI, Django, Flask), Node.js (Express, NestJS), PostgreSQL, MongoDB, Redis 🔹 Frontend: React, Next.js, TypeScript, Tailwind, Redux Toolkit, Vue, Nuxt 🔹 DevOps & Cloud: Docker, Kubernetes, Terraform, GitHub Actions, AWS, Azure, GCP, Vercel 🔹 Computer Vision & NLP: OpenCV, YOLO, Hugging Face Transformers, spaCy, custom fine-tuning 🔹 Fine-Tuning: PEFT, LoRA, QLoRA, RLHF, DPO with Unsloth, Axolotl, Hugging Face Domains I build for: Healthcare AI · Fintech SaaS · Real Estate Voice Agents · Legal AI · E-commerce AI · RAG Knowledge Bases · AI Marketplaces · LLM MVPs · Customer Support Automation · Sales & Lead Qualification I don't disappear after kickoff. I respond fast, ask the right questions before writing code, ship working demos instead of status updates, and write production code that doesn't fall over the first time real traffic hits it. I'm comfortable working solo as the technical founder you don't have, or embedded in your existing engineering team. let's hop on a free consultation call to align on your AI architecture, RAG strategy, SaaS roadmap, and execution plan. Send me your project details and I'll tell you honestly whether I'm the right fit, what's realistic, and how fast we can ship.

Every business wants to respond faster, follow up consistently, and make sure no opportunity slips through the cracks. The challenge is that calls don't always come in at convenient times, leads don't always wait for a callback, and manual follow-ups rarely stay consistent as businesses grow. That's where I help. I build AI voice agents and call automation systems that answer calls, qualify leads, book appointments, follow up with prospects, and keep your CRM updated automatically. Think of it as adding a reliable member to your team one that works around the clock and never forgets a follow-up. AI Voice Agents & Call Automation Using Retell AI, Vapi AI, and Twilio, I build voice agents capable of handling real conversations, not just basic IVR menus. What I build: ✅ AI Receptionists that answer, qualify, and route calls ✅ Appointment Booking Agents connected to your calendar ✅ Outbound Calling Systems for lead follow-up and reactivation ✅ Intelligent IVR and call-routing solutions ✅ Post-call workflows including summaries, CRM updates, and SMS follow-ups ✅ Natural-sounding AI voices powered by ElevenLabs Workflow Automation & Integrations A voice agent is only as valuable as the systems it connects to. I integrate AI voice solutions with: ✅ GoHighLevel ✅ HubSpot ✅ Airtable ✅ Google Calendar ✅ Make ✅ n8n ✅ APIs & Webhooks Industries ✅ Real Estate ✅ Healthcare & Med Spas ✅ SaaS ✅ Marketing Agencies ✅ Service-Based Businesses How I Work ✅ Understand your current workflow ✅ Identify bottlenecks and opportunities ✅ Design the conversation logic ✅ Build and integrate the solution ✅ Test with real-world scenarios ✅ Optimize for reliability and performance My goal isn't to build an impressive demo. My goal is to build a solution that becomes a dependable part of your business operations. If you're looking for AI voice automation that saves time, improves response rates, and helps capture more opportunities, I'd be happy to discuss your project. Retell AI | Vapi AI | AI Voice Agent | Retell AI Developer | Vapi AI Developer | AI Voice Agent Development | Retell AI Integration | Vapi AI Integration | AI Voice Agent Automation | Retell AI | Vapi AI | AI Voice Agent | Retell AI Voice Agent | Vapi AI Voice Agent | AI Voice Agent Expert | Retell AI Solutions | Vapi AI Solutions | AI Voice Agent Development | Retell AI | Vapi AI | AI Voice Agent | Retell AI Automation | Vapi AI Automation | AI Voice Agent | Retell AI | Vapi AI | AI Voice Agent | Retell AI | Vapi AI | AI Voice Agent.Retell AI | Vapi AI | AI Voice Agent | Retell AI Developer | Vapi AI Developer | AI Voice Agent Development | Retell AI Integration | Vapi AI Integration | AI Voice Agent Automation | Retell AI | Vapi AI | AI Voice Agent | Retell AI Voice Agent | Vapi AI Voice Agent | AI Voice Agent Expert | Retell AI Solutions | Vapi AI Solutions | AI Voice Agent Development | Retell AI | Vapi AI | AI Voice Agent | Retell AI Automation | Vapi AI Automation | AI Voice Agent | Retell AI | Vapi AI | AI Voice Agent | Retell AI | Vapi AI | AI Voice Agent.Retell AI | Vapi AI | AI Voice Agent | Retell AI Developer | Vapi AI Developer | AI Voice Agent Development | Retell AI Integration | Vapi AI Integration | AI Voice Agent Automation | Retell AI | Vapi AI | AI Voice Agent | Retell AI Voice Agent | Vapi AI Voice Agent | AI Voice Agent Expert | Retell AI Solutions | Vapi AI Solutions | AI Voice Agent Development | Retell AI | Vapi AI | AI Voice Agent | Retell AI Automation | Vapi AI Automation | AI Voice Agent | Retell AI | Vapi AI | AI Voice Agent | Retell AI | Vapi AI | AI Voice Agent.Retell AI | Vapi AI | AI Voice Agent | Retell AI Developer | Vapi AI Developer | AI Voice Agent Development | Retell AI Integration | Vapi AI Integration | AI Voice Agent Automation | Retell AI | Vapi AI | AI Voice Agent | Retell AI Voice Agent | Vapi AI Voice Agent | AI Voice Agent Expert | Retell AI Solutions | Vapi AI Solutions | AI Voice Agent Development | Retell AI | Vapi AI | AI Voice Agent | Retell AI Automation | Vapi AI Automation | AI Voice Agent | Retell AI | Vapi AI | AI Voice Agent | Retell AI | Vapi AI | AI Voice Agent.Retell AI | Vapi AI | AI Voice Agent | Retell AI Developer | Vapi AI Developer | AI Voice Agent Development | Retell AI Integration | Vapi AI Integration | AI Voice Agent Automation | Retell AI | Vapi AI | AI Voice Agent | Retell AI Voice Agent | Vapi AI Voice Agent | AI Voice Agent Expert | Retell AI Solutions | Vapi AI Solutions | AI Voice Agent Development | Retell AI | Vapi AI | AI Voice Agent | Retell AI Automation | Vapi AI Automation | AI Voice Agent | Retell AI | Vapi AI | AI Voice Agent | Retell AI | Vapi AI | AI Voice Agent.Retell AI | Vapi AI | AI Voice Agent | Retell AI Developer | Vapi AI Developer | AI Voice Agent Development | Retell AI Integration | Vapi AI Integration | AI Voice Agent Automation | Retell AI | Vapi AI | AI Voice Agent | Retell AI Voice Agent | Vapi AI Voice Agent | AI Voice Agent Exper

AI agents in n8n and Make. Production-grade AI automation, not weekend projects I build AI automation in n8n and Make: AI agent development, API integration, system automation, automated workflow, CRM automation, marketing automation, and artificial intelligence solutions that survive duplicates, API failures, and high event volume without breaking quietly in the background. Over the past 3+ years I've built these systems for startups, SaaS companies, agencies, founders, and service businesses. 🏅 100% Job Success Score, Top Rated on Upwork 🏅 3+ years building production AI automation in n8n, Make, and Zapier 🏅 Systems running 6+ weeks in production with zero silent failures 🏅 Real client deployments across HubSpot, OpenAI API, Slack, and Google Workspace 🛠 Recent AI automation systems: - AI Lead Routing in n8n + HubSpot + Slack: CRM automation with handoff in 60 seconds instead of 60 minutes. Industry data: companies responding within an hour are 7x more likely to qualify the lead. Lead intake ➜ field normalization ➜ AI classification (urgency, intent, priority) ➜ routing rules ➜ Slack alerts ➜ HubSpot sync without duplicates. Clean ownership, fast handoff, no manual triage. - AI Automation System for Social Media Posting (Make + OpenAI): marketing automation pipeline built on system automation in Make. Video intake ➜ automated workflow for classification and transcription ➜ OpenAI API and ChatGPT caption generation with platform-specific hashtags ➜ scheduled posting through API integration across Instagram, Facebook, TikTok, Threads, YouTube, and other major platforms. Zero manual work, full consistency. Client: "Artur is a machine! He delivered everything in a blink of an eye." - n8n AI Gmail Agent - Auto-Classification + Slack Alerts: AI agent with idempotent locks ➜ noise reduction ➜ OpenAI API and ChatGPT classification ➜ human-readable Slack summaries. Automated workflow for inbox: from 3 hours of daily work to under 30 minutes. Zero missed emails over 6 weeks of production. 🧰 Beyond these systems: marketing automation campaigns, AI chatbot and customer support automation with conversation context, RAG and vector database agents (Supabase), Claude API and OpenAI API with tool use and function calling, Airtable scripting and Google Sheets integrations, data scraping and enrichment pipelines, email agents that categorize, prioritize, and draft responses, automated follow-up sequences that sync records across tools, custom AI agent development, business process automation, and Zapier to n8n migrations. Same standards apply. No AI automation on top of broken data. 🚫 I won't build AI automation on top of a broken process. If your form leaks junk data or your CRM has duplicate records, no AI agent or artificial intelligence solution will save you. We fix the source first, then build the agent on top. ✅ Three things in every production AI development build, not optional: error handling that notifies a human ➜ idempotency so duplicates don't break the flow ➜ observability so you see what the AI agent is doing at any moment. 📩 Send a brief, Loom, or screen recording. Within 24 hours you get a written diagnosis and rough scope for your AI automation. No call required, no pitch.

Do you have an AI vision that needs to become a real, working product? I don't just build models; I engineer complete, scalable solutions that turn data into actionable insights and automation. For over five years, I've specialized in bridging the gap between cutting-edge Artificial Intelligence (AI) research and robust software that delivers real-world value. My core expertise lies in computer vision and machine learning, but my skill set is full-stack. This means I can own your project from the initial data pipeline, through model training and optimization, all the way to deploying a polished desktop application or a secure enterprise API. I thrive on building tools that work seamlessly for end-users, whether it's a retail manager, a traffic controller, or a sports coach. My strongest suit is developing intelligent systems that "see" and understand the world. I've built a retail analytics platform (CrowdIQ) that transforms standard CCTV into a source of business intelligence, tracking customer demographics and behavior. In the sports domain, I created PadelIQ, an analytics engine that uses computer vision to track player movement, posture, and court coverage from match footage, providing real-time coaching feedback. For public safety, I developed a traffic management system (OmniRoad AI) using advanced object detection for real-time accident and congestion monitoring. Beyond computer vision, I architect full-scale data science pipelines. A prime example is my telecom churn prediction project, where I built a machine learning model to identify at-risk customers and paired it with an interactive Power BI dashboard. This end-to-end approach—from data analysis to a clear visualization of insights—ensures the model's findings directly inform business strategy and retention actions. I also develop the tools and infrastructure that power AI applications. I've built secure, enterprise-grade systems like DevelmoGPT, a RAG-based LLM that allows for secure, semantic search over private company documents. From creating simple utilities like PDF-to-audio converters to designing complex role-based access systems, I ensure the foundation of any AI solution is reliable, secure, and maintainable. My process is collaborative and results-driven. I start by deeply understanding your business problem, not just the technical requirement. We'll then iterate through prototyping, development, and testing to ensure the final product not only meets specs but also delivers tangible ROI. I communicate clearly at every stage, providing demos and documentation so you're never in the dark. Let's connect. Share your project idea or challenge, and I'll provide a clear outline of how we can leverage AI, machine learning, or computer vision to build your intelligent solution. Click the invite button to start the conversation. /// The following is just for SEO. You can ignore it /// #computer vision #computer vision engineer #computer vision OpenCV #machine learning computer vision #deep learning computer vision #computer vision machine learning #machine learning python #nlp machine learning

**Building Reliable AI Solutions Backed by Cutting-Edge Research** I help businesses, startups, and research teams design, develop, and optimize intelligent AI solutions using Machine Learning, Deep Learning, Computer Vision, Large Language Models (LLMs), and Data Science. Whether you need an AI prototype, research implementation, model optimization, or publication-quality code, I deliver robust, well-engineered solutions grounded in state-of-the-art research. I am currently pursuing a **PhD in Computer Science at Macquarie University (Sydney, Australia)**, where my research focuses on trustworthy AI, adversarial robustness, multimodal learning, and medical artificial intelligence. My work has been published in internationally recognized AI venues, and I have extensive experience developing novel machine learning algorithms and translating advanced research into practical applications. What I can help you with: ✔ Machine Learning & Deep Learning Solutions ✔ Computer Vision & Medical Image Analysis ✔ Large Language Models (LLMs) & Generative AI ✔ Python Development (PyTorch, TensorFlow, Scikit-learn) ✔ AI Research & Prototype Development ✔ Data Science & Predictive Analytics ✔ Research Paper Implementation & Reproduction ✔ AI Model Optimization & Performance Improvement ✔ Explainable AI (XAI) & Model Evaluation ✔ Scientific Writing & Technical Documentation I have experience working across the complete AI development lifecycle, from data preprocessing and feature engineering to model development, evaluation, deployment, and research publication. My technical expertise includes: • Python • PyTorch • TensorFlow • Scikit-learn • Hugging Face Transformers • OpenCV • Pandas & NumPy • SQL • Data Visualization • Statistical Analysis Beyond development, I bring a research mindset to every project. I emphasize code quality, reproducibility, scalability, and clear communication throughout the collaboration. My goal is not simply to build models, but to deliver AI solutions that solve real business problems and create measurable value. If you're looking for someone who combines strong engineering skills with cutting-edge AI research experience, I'd be happy to discuss how I can contribute to your project.

With 6 years of experience, I'm Dr. Aakash Kumar. Chinese Academy of Science and The World Academy of Science (CAS-TWAS) Presidential Fellow and Ph.D. in Computer Science & Engineering from USTC, China. I'm currently a Research Scientist with 25+ peer-reviewed publications in journals like Neurocomputing, Applied Intelligence, and IEEE Transactions on Nanobioscience, and serve as a reviewer for 10 Springer/IEEE journals. Services: Deep Learning & AI — Model Optimization, DNN pruning, object detection (YOLOv5, SSD), reinforcement learning, spiking neural networks, LiDAR-camera fusion, LLM integration (RAG, generative AI). ML & Data Science — End-to-end pipelines: preprocessing, classification, fault detection, anomaly detection — validated across medical, UAV, and robotics datasets. Academic Writing & Editing — Research manuscripts, proposals, literature reviews, and technical reports written to publication standard. LaTeX & Document Prep — TikZ, pgfplots, moderncv, MS Word formatting, PDF services, journal/conference templates. Notable Publications DSQN: Mobile robot path planning via deep spiking Q-network — Neurocomputing, 2025 L1 Norm+Capped L1 Norm Model Optimization — Applied Intelligence, 2021 CorrNet: Correlation-based CNN pruning — IJMLC, 2022 Awards: CAS-TWAS Presidential Fellowship (2017) · Chinese Government Scholarship (2013) You're hiring a researcher who has published, peer-reviewed, and deployed the work — not just studied it. Let's get started.