Hi, I’m Aamir. I started my career as a developer, writing code for AI models and blockchain protocols. Over time as projects grew larger and teams expanded, I found myself naturally stepping into the role of a project manager; guiding teams, shaping ideas and making sure everything runs smoothly from concept to delivery. Today, I lead a team of skilled engineers, AI specialists and blockchain developers who turn ambitious ideas into production-ready systems. My background in hands-on development helps me bridge the gap between technical execution and business goals, so nothing gets lost in translation. I work closely with founders, product owners and technical teams to make sure projects move forward with structure, accountability and momentum. Over the past decade, I’ve led and delivered solutions in AI automation, blockchain ecosystems and full-stack product builds including LLM-based SaaS tools, DeFi platforms, GPT-powered chatbots and AI workflow systems. 𝗛𝗜𝗚𝗛𝗟𝗜𝗚𝗛𝗧𝗦: ✔ 10+ years leading engineering teams across AI, blockchain and software development ✔ Skilled in Agile, Scrum and cross-border team collaboration ✔ Track record of 200+ successful project deliveries ✔ Recognized at international events (Token2049, Quantum Tech) for leadership in Web3 and AI innovation 𝗣𝗥𝗢𝗝𝗘𝗖𝗧 𝗠𝗔𝗡𝗔𝗚𝗘𝗠𝗘𝗡𝗧 𝗘𝗫𝗣𝗘𝗥𝗧𝗜𝗦𝗘: ✔ End-to-end project planning & execution (Agile, Scrum, Kanban) ✔ Team coordination & stakeholder communication ✔ Risk management, QA and delivery optimization ✔ Leadership and overseeing AI & Blockchain projects ✔ Ensuring compliance, security and scalable architecture 𝗣𝗥𝗢𝗩𝗘𝗡 𝗥𝗘𝗦𝗨𝗟𝗧𝗦: ✔ Helped clients save over 100+ hours/month through AI workflow automation ✔ Supported $1.5M+ in startup fundraising with MVPs and tokenomics strategies ✔ Consistent 5-star Upwork record for timely, high-quality project delivery 𝗖𝗢𝗥𝗘 𝗖𝗔𝗣𝗔𝗕𝗜𝗟𝗜𝗧𝗜𝗘𝗦 & 𝗦𝗞𝗜𝗟𝗟𝗦 𝗢𝗙 𝗠𝗬 𝗧𝗘𝗔𝗠: 𝗔𝗿𝘁𝗶𝗳𝗶𝗰𝗶𝗮𝗹 𝗜𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝗰𝗲 & 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 • Generative AI & LLMs: GPT-4, Claude, Mistral, LLaMA, LoRA, QLoRA, DPO, diffusion models • RAG Stack: LangChain, LlamaIndex, Pinecone, Qdrant, Weaviate, FAISS • NLP Tools: BERT, RoBERTa, T5, XLM-R, spaCy, sentiment analysis, summarization, translation • Conversational AI: Auto-GPT, Rasa, Dialogflow, Botpress, Semantic Kernel • Computer Vision: YOLO, Detectron, DeepLab, HRNet, OpenCV, OCR, CLIP, ViT, SAM • Prediction & ML Models: XGBoost, CatBoost, LightGBM, clustering, anomaly detection • Optimization: ONNX, TensorRT, Hugging Face Optimum, MLIR • Edge & Federated AI: TensorFlow Federated, Flower, Jetson, Edge TPU, TFLite 𝗩𝗼𝗶𝗰𝗲, 𝗔𝘂𝗱𝗶𝗼 & 𝗠𝘂𝗹𝘁𝗶𝗺𝗼𝗱𝗮𝗹 𝗔𝗜 • STT: Whisper, Google STT, Amazon Transcribe • TTS: Amazon Polly, Google TTS, Azure TTS • Voice Agents: Pindrop, VoiceIt, call automation, emotion analysis • Multimodal AI: GPT-4 Vision, Gemini, CLIP 𝗕𝗹𝗼𝗰𝗸𝗰𝗵𝗮𝗶𝗻 & 𝗪𝗲𝗯𝟯 • Smart Contracts: Solidity, Vyper, Rust • DeFi: Yield farming, staking, AMMs, Chainlink, Switchboard • NFTs: Minting, ERC/SPL standards, IPFS, Arweave • Cross-Chain: Wormhole, LayerZero, Axelar • Governance: Snapshot, Tally, Realms • ZK & Enterprise: zkSync, StarkNet, Hyperledger, Kaleido, Ceramic • Analytics: Dune, The Graph, SolanaFM, Hedgehog • Tooling: Ganache, Foundry, Remix, Geth 𝗙𝘂𝗹𝗹-𝗦𝘁𝗮𝗰𝗸 & 𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻 • Web & SaaS: React, Next.js, Node.js, FastAPI, Django, Nest.js • Mobile & IoT: Flutter, React Native, Kotlin, Swift • Databases: PostgreSQL, MongoDB, Firebase, MySQL, Neo4j, Cassandra • Vector & Time-Series: Pinecone, Qdrant, Weaviate, Milvus, TimescaleDB • Cloud & DevOps: AWS, GCP, Azure, Docker, Kubernetes, Terraform, CI/CD • Workflow & Automation: n8n, Make.com, Zapier, Twilio, Vonage, Plivo • Event & Stream Systems: Airflow, Kubeflow, Kafka, Redpanda 𝗪𝗛𝗔𝗧 𝗠𝗬 𝗧𝗘𝗔𝗠 𝗕𝗨𝗜𝗟𝗗𝗦: ✔ AI-Powered Apps: Chatbots, voice bots, AutoGPT systems, WhatsApp/Telegram AI, CRM assistants ✔ RAG & NLP Tools: Legal bots, real-estate assistants, document search, chat-over-PDFs ✔ Vision & Imaging Systems: OCR, blueprint scanners, facial recognition, 3D vision for AR/VR ✔ Generative AI Tools: AI content, music generation, voice dubbing, brand design, subtitles ✔ Web3 & Blockchain Projects: DeFi apps, NFT marketplaces, DAO dashboards, cross-chain bridges ✔ Industry-Specific AI: Healthcare, education, e-commerce, finance, HR, real estate, logistics ✔ Full-Stack MVPs & SaaS: Dashboards, analytics tools, ERPs, IoT apps, real-time cloud systems If you’re looking for a project manager who understands both development and delivery and a capable team that can bring your idea to life, I’d be glad to discuss how we can help.

Need an AI SaaS built, LLM integrated into your app, or business workflows automated? You're in the right place. I'm a full stack AI developer with 10+ years building production-ready AI products not demos that fall apart when real users show up. I work across MERN stack, AI agents, RAG pipelines, and automation, so you get one engineer who owns the whole build instead of three specialists who've never spoken to each other. What I build: **Full Stack Web Development & AI SaaS: I build full stack web applications, AI SaaS platforms, custom web apps, and MVP products using MERN stack MongoDB, Express, React, Node.js as well as Next.js, TypeScript, Python, FastAPI, and Django. Whether you need a React developer for your SaaS platform, a Node.js backend developer for your API, a full stack developer for your CRM platform, a web application engineer for your marketplace, or an MVP developer for your startup. I build it from scratch, production-ready, scalable, and secure. **AI Agent Development & RAG Pipelines: I build AI agents, autonomous AI systems, and RAG pipelines using LangChain, AutoGen, CrewAI, and Claude. My agents don't just respond to prompts they plan, execute multi-step tasks, handle exceptions, and report outcomes without manual triggering. I also build MCP servers and Model Context Protocol integrations for AI agents that need structured tool access. **LLM Integration & AI Application Development: I integrate OpenAI GPT-4o, Claude API, and Gemini into web applications, SaaS platforms, and business tools. Whether you need an OpenAI API integration expert, a ChatGPT API developer, a Claude AI integration developer, a GPT-4o application developer, or an OpenAI Assistant API developer. I build clean, production-grade integrations with proper error handling, rate limit management, streaming responses, and evals built in from day one. **AI Automation & Workflow Development: I build AI automation workflows, AI agents, and business process automation using n8n, Make com, and Zapier. Whether you need an n8n automation expert, an n8n workflow developer, an n8n AI agent builder, a Make com automation expert, a Zapier automation expert, or an AI workflow engineer. I build it end to end with proper error handling, logging, and documentation so your team can maintain it without me. **No-Code to Custom Code Migration: Built on Bubble, Webflow, Lovable, FlutterFlow, Replit, or Base44 and hit the limits? I migrate your no-code product to a scalable, secure, production-ready MERN or Next.js codebase without losing what's already working. Why clients pick me: Most developers integrate an API and call it done. I architect the full system proper error handling, rate limit management, monitoring so it still works when 500 real users hit it, not just in the demo. **Tech Stack** Frontend: React · Next.js · TypeScript · Tailwind CSS · Redux Backend: Node.js · Express · Python · FastAPI · Django · Laravel · GraphQL · REST APIs Database: MongoDB · PostgreSQL · MySQL · Redis · Prisma · Supabase · Firebase AI: OpenAI GPT-4o · Claude API · Gemini · LangChain · AutoGen · CrewAI · LlamaIndex · Pinecone · Weaviate · Hugging Face · Ollama · Claude Code · Vertex AI Automation: n8n · Make com · Zapier · MCP · Webhooks DevOps: AWS · Vercel · Docker · GitHub Actions · CI/CD · Linux VPS **Industries: Fintech · Health tech · B2B SaaS · Marketplace · E-commerce · On-demand · EdTech · Logistics · Legal tech · HR tech · Real estate tech · Travel tech · CRM platforms · Internal tools Got an existing app that needs fixing, scaling, or AI added? I handle that too. 📩 Message me first tell me what you're building and what's blocking you. I respond within 1 hour.

I design and build production-grade AI systems, LLM applications, and intelligent automation platforms that help companies turn ideas into real AI products. 𝗠𝘆 𝘄𝗼𝗿𝗸 𝗳𝗼𝗰𝘂𝘀𝗲𝘀 𝗼𝗻 𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝘃𝗲 𝗔𝗜, 𝗟𝗮𝗿𝗴𝗲 𝗟𝗮𝗻𝗴𝘂𝗮𝗴𝗲 𝗠𝗼𝗱𝗲𝗹𝘀 (𝗟𝗟𝗠𝘀), 𝗥𝗲𝘁𝗿𝗶𝗲𝘃𝗮𝗹-𝗔𝘂𝗴𝗺𝗲𝗻𝘁𝗲𝗱 𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝗼𝗻 (𝗥𝗔𝗚), 𝗔𝗜 𝗔𝗴𝗲𝗻𝘁𝘀, 𝗺𝗮𝗰𝗵𝗶𝗻𝗲 𝗹𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗽𝗶𝗽𝗲𝗹𝗶𝗻𝗲𝘀, 𝗮𝗻𝗱 𝘀𝗰𝗮𝗹𝗮𝗯𝗹𝗲 𝗰𝗹𝗼𝘂𝗱 𝗶𝗻𝗳𝗿𝗮𝘀𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗲. I help startups and companies move beyond AI prototypes and build reliable systems that operate in real production environments. Most of my work involves designing complete AI architectures including data pipelines, backend APIs, LLM orchestration, automation workflows, and cloud deployment. Clients usually work with me when they want to build serious AI products such as AI SaaS platforms, knowledge assistants, automation systems, or large-scale machine learning platforms. 🚀 𝗔𝗜 𝗦𝘆𝘀𝘁𝗲𝗺𝘀 𝗜 𝗕𝘂𝗶𝗹𝗱 • LLM applications and AI copilots • Retrieval-Augmented Generation (RAG) systems • AI agents and multi-agent architectures • enterprise AI chatbots • document intelligence systems • knowledge base AI assistants • semantic search platforms • predictive machine learning systems • AI workflow automation platforms These systems integrate directly with company data, internal tools, APIs, and business workflows. 🧠 𝗟𝗟𝗠 𝗮𝗻𝗱 𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝘃𝗲 𝗔𝗜 𝗧𝗲𝗰𝗵𝗻𝗼𝗹𝗼𝗴𝗶𝗲𝘀 I design LLM architectures using modern AI frameworks and model providers including: OpenAI Anthropic Claude AWS Bedrock HuggingFace Transformers 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸𝘀 𝗮𝗻𝗱 𝗼𝗿𝗰𝗵𝗲𝘀𝘁𝗿𝗮𝘁𝗶𝗼𝗻 𝘁𝗼𝗼𝗹𝘀: LangChain LangGraph LlamaIndex AutoGen CrewAI Capabilities include prompt engineering, tool calling, reasoning workflows, LLM guardrails, AI observability, hallucination mitigation, semantic retrieval systems, and multi-agent orchestration. 🔎 𝗩𝗲𝗰𝘁𝗼𝗿 𝗗𝗮𝘁𝗮𝗯𝗮𝘀𝗲 𝗮𝗻𝗱 𝗥𝗔𝗚 𝗦𝘆𝘀𝘁𝗲𝗺𝘀 To enable AI systems to work with real data I build scalable retrieval pipelines using vector databases and embeddings including: FAISS Pinecone Weaviate PGVector These systems allow AI to search across documents, databases, and knowledge bases with high accuracy. ⚙ 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗮𝗻𝗱 𝗠𝗼𝗱𝗲𝗹 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁 Machine learning systems built using: PyTorch scikit-learn XGBoost HuggingFace Transformers ClinicalBERT Including LoRA fine-tuning, PEFT training, feature engineering, NLP pipelines, model evaluation frameworks, and predictive analytics. 🧩 𝗕𝗮𝗰𝗸𝗲𝗻𝗱 𝗮𝗻𝗱 𝗣𝗹𝗮𝘁𝗳𝗼𝗿𝗺 𝗔𝗿𝗰𝗵𝗶𝘁𝗲𝗰𝘁𝘂𝗿𝗲 Most AI systems require strong backend infrastructure. I build scalable architectures using: Python FastAPI Flask REST APIs microservices architecture asynchronous processing distributed systems design Frontend integration when required using React and modern web frameworks. ☁ 𝗖𝗹𝗼𝘂𝗱 𝗜𝗻𝗳𝗿𝗮𝘀𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗲 AI platforms deployed across modern cloud environments including: AWS (Lambda, ECS, S3, SageMaker, Step Functions, SQS) Azure (Azure ML, AKS, Azure Data Lake) 𝗜𝗻𝗳𝗿𝗮𝘀𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗲 𝗮𝗻𝗱 𝗗𝗲𝘃𝗢𝗽𝘀 𝘁𝗼𝗼𝗹𝘀: Docker Kubernetes CI/CD pipelines GitHub Actions Azure DevOps 📊 𝗗𝗮𝘁𝗮 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝗶𝗻𝗴 𝗮𝗻𝗱 𝗔𝗜 𝗣𝗶𝗽𝗲𝗹𝗶𝗻𝗲𝘀 Scalable data pipelines built using: Apache Airflow Spark PySpark Databricks Snowflake dbt PostgreSQL SQL Server pandas NumPy 🔗 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻 𝗮𝗻𝗱 𝗪𝗼𝗿𝗸𝗳𝗹𝗼𝘄 𝗦𝘆𝘀𝘁𝗲𝗺𝘀 I also design automation systems connecting AI with business tools using: n8n Zapier Make (Integromat) API integrations workflow orchestration 🔐 𝗦𝗲𝗰𝘂𝗿𝗶𝘁𝘆 𝗮𝗻𝗱 𝗘𝗻𝘁𝗲𝗿𝗽𝗿𝗶𝘀𝗲 𝗔𝗿𝗰𝗵𝗶𝘁𝗲𝗰𝘁𝘂𝗿𝗲 For enterprise environments I implement: OAuth2 authentication JWT authorization RBAC access control secure key management audit logging HIPAA-ready architectures PHI protection 📌 𝗖𝗼𝗺𝗺𝗼𝗻 𝗣𝗿𝗼𝗷𝗲𝗰𝘁𝘀 𝗜 𝗛𝗲𝗹𝗽 𝗖𝗹𝗶𝗲𝗻𝘁𝘀 𝗪𝗶𝘁𝗵 • AI SaaS platforms • RAG chatbots connected to company data • AI agents for workflow automation • LLM infrastructure and APIs • machine learning pipelines • AI automation systems • enterprise document AI systems Technologies and tools I frequently work with include 𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝘃𝗲 𝗔𝗜, 𝗟𝗮𝗿𝗴𝗲 𝗟𝗮𝗻𝗴𝘂𝗮𝗴𝗲 𝗠𝗼𝗱𝗲𝗹𝘀, 𝗥𝗲𝘁𝗿𝗶𝗲𝘃𝗮𝗹 𝗔𝘂𝗴𝗺𝗲𝗻𝘁𝗲𝗱 𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝗼𝗻, 𝗟𝗮𝗻𝗴𝗖𝗵𝗮𝗶𝗻, 𝗟𝗮𝗻𝗴𝗚𝗿𝗮𝗽𝗵, 𝗟𝗹𝗮𝗺𝗮𝗜𝗻𝗱𝗲𝘅, 𝗢𝗽𝗲𝗻𝗔𝗜, 𝗔𝗻𝘁𝗵𝗿𝗼𝗽𝗶𝗰 𝗖𝗹𝗮𝘂𝗱𝗲, 𝗛𝘂𝗴𝗴𝗶𝗻𝗴𝗙𝗮𝗰𝗲 𝗧𝗿𝗮𝗻𝘀𝗳𝗼𝗿𝗺𝗲𝗿𝘀, 𝘃𝗲𝗰𝘁𝗼𝗿 𝗱𝗮𝘁𝗮𝗯𝗮𝘀𝗲𝘀, 𝗣𝗶𝗻𝗲𝗰𝗼𝗻𝗲, 𝗙𝗔𝗜𝗦𝗦, 𝗣𝘆𝗧𝗼𝗿𝗰𝗵, 𝘀𝗰𝗶𝗸𝗶𝘁-𝗹𝗲𝗮𝗿𝗻, 𝗣𝘆𝘁𝗵𝗼𝗻, 𝗙𝗮𝘀𝘁𝗔𝗣𝗜, 𝗗𝗼𝗰𝗸𝗲𝗿, 𝗞𝘂𝗯𝗲𝗿𝗻𝗲𝘁𝗲𝘀, 𝗔𝗪𝗦, 𝗔𝘇𝘂𝗿𝗲, 𝗔𝗽𝗮𝗰𝗵𝗲 𝗔𝗶𝗿𝗳𝗹𝗼𝘄, 𝗦𝗽𝗮𝗿𝗸, 𝗗𝗮𝘁𝗮𝗯𝗿𝗶𝗰𝗸𝘀, 𝗦𝗻𝗼𝘄𝗳𝗹𝗮𝗸𝗲, 𝗻𝟴𝗻, 𝗭𝗮𝗽𝗶𝗲𝗿, 𝗮𝗻𝗱 𝗔𝗣𝗜 𝗮𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻 platforms.

I'm a WordPress developer and AI automation specialist who helps businesses, e-commerce stores, and SaaS companies build high-performing websites and automate the workflows that run behind them. The result: less manual work, faster operations, and a business that scales without adding overhead. 🔧 WordPress Development Custom themes, plugins, and WooCommerce stores built from scratch. Clean PHP code, REST API integrations, and sites that are fast, secure, and built to convert. ⚡ Business Process Automation I design and build multi-step automation workflows that connect your apps, trigger actions automatically, and keep your data in sync. Lead capture, CRM updates, invoice creation, notifications, onboarding sequences, the repetitive stuff your team hates doing. 🤖 AI-Powered Workflows Intelligent automations that use AI to handle decisions, not just move data. RAG-based chatbots trained on your content, OpenAI integrations, and Hugging Face open-source models embedded in your tools. 🔗 HubSpot CRM setup and automation Full HubSpot implementation including contact properties, deal pipelines, automated sequences, and lead routing. Your sales team stops doing data entry and starts selling. 📊 Stripe and Xero integrations Stripe payment workflows, including automated invoice creation in Xero, payment notifications and reporting, subscription automation & much more ▶︎ What makes me different? Most freelancers are either WordPress developers or automation specialists. I'm both, so your website and your workflows are designed to work together as a single system. ▶︎ Why Clients Work With Me • Automation designed around real business workflows • Reliable systems that reduce manual work • Clean integrations between websites and business tools • Clear communication and fast response My goal is to help businesses save time, reduce manual work, and operate more efficiently. If you need help improving your workflows or integrating your systems, feel free to reach out.

I’m an AI and AWS Specialists—your go-to expert for designing, developing, deploying, and optimizing AI solutions in AWS. 🔧 What I Offer: With a strong background in AI development and hands-on expertise in AWS, I offer end-to-end support—from consultation to deployment—for practical, cloud-ready AI solutions. I specialize in delivering scalable, production-grade systems that align with industry best practices. My toolkit includes trusted frameworks and services such as Amazon SageMaker, Amazon Bedrock, LangChain, Hugging Face, MCP, and more. Here’s how I can help: 1. 🧠 Consultation on building AI services in the cloud (especially AWS) 2. 🛠️ Troubleshooting existing AI services in AWS 3. 🚀 Developing custom AI solutions optimized for cloud deployment 4. 📊 Training and fine-tuning large models on AWS 5. 🌐 Deploying AI endpoints on AWS 🎓 Honors & Certifications: - AWS Machine Learning Engineer – Associate - AWS Solutions Architect – Associate - AWS Cloud Practitioner - AWS Advanced ML/AI Scholarship Recipient I deliver international-standard results at competitive rates—with a commitment to quality, impact, and efficiency. Let’s connect to discuss how I can power your AI vision in the cloud! 🤝

🟨 Tested 20+ web & mobile products before release 🟨 Helping teams catch bugs early and avoid costly fixes later 🟨 Reduce production bugs by 50% I’m one of those QA tester specialists who doesn’t just “run tests” I look at the product like a real user and break it before your users do. What I do as a QA tester Manual QA tester / Software QA testing ✔️ Full-cycle software testing: regression, smoke, acceptance ✔️ Web testing, app testing (iOS / Android), cross-browser testing, quality assurance software ✔️ QA tester focused on real user flows, not just checklists ✔️ Clear bug reports in Jira QA automation / Automation tester ✔️ QA automation using Cypress and Playwright ✔️ Automation tester building stable end-to-end tests ✔️ QA automation engineer improving or rebuilding test coverage ✔️ Integration with CI (GitHub Actions, pipelines) ✔️ API testing with Postman and other tools I’m a QA engeneer (manual tester and automation tester) who works with products where bugs cost real money, SaaS platforms, marketplaces, business tools. My Tech Stack: ✔️ Cypress, Playwright, automation selenium Selenium, WebdriverIO ✔️ JavaScript, TypeScript, Python, Java ✔️ Postman, SoapUI ✔️ Jira, TestRail, X-Ray ✔️ BrowserStack, Sauce Labs ✔️ MySQL, PostgreSQL ✔️ OpenAI API, LangChain, HuggingFace I am a senior qa engineer, (automation engineer, qa automation engineer include manual testing) who focuses on modern, production-ready stacks and don’t take projects who need wordpress developer, react developer, front-end developer, full stack developers, project managers, python developer, react native developer, software developer, java developer, software product manager, Swift, python django, Angular, WordPress, Laravel, brazil, PHP, Vue, or Webflow, jest, design, gps, flutter, link building, copywriter, website traffic because my main focus is always on QA testing and product quality. Have a product that needs a QA tester or QA automation engineer? Click "Invite", send a short description, and I’ll show you where your product can break - before your users do

AI/ML Engineer building production systems that automate knowledge work and scale decision-making. Delivered intelligent automation solutions that reduced proposal turnaround by 60%, cut document review time from hours to minutes, and enabled real-time emotional AI for interactive experiences. CORE EXPERTISE: LLM Production Systems: Architecting multi-agent workflows, RAG pipelines, and memory-augmented AI with LangChain, OpenAI, and Anthropic APIs Semantic Intelligence: Building vector search engines (FAISS, Weaviate, pgvector) and retrieval systems optimized for accuracy and explainability AI-Native Applications: Full-stack development from FastAPI backends to Streamlit interfaces, containerized and cloud-deployed (AWS, GCP, Supabase) Applied ML & NLP: Fine-tuning domain-specific models (LoRA, DistilRoBERTa), emotion recognition, and sentiment analysis for real-world applications PAST PROJECTS: ✅ Lyra – Memory-Augmented AI Assistant - Engineered self-evolving reasoning system with epistemic memory, contradiction detection, and cognitive homeostasis engine. Solved the core LLM limitation of context forgetting through vector embeddings and dissonance resolution architecture. ✅ Sales Workflow Automation Platform - Built end-to-end GPT-powered system integrating Zapier and n8n that automated lead qualification, proposal generation, and follow-ups. Reduced proposal turnaround time by 60% while standardizing client outreach for small teams without technical staff. ✅ Legal Discovery Assistant - Developed semantic search and summarization pipeline using OpenAI embeddings with auditable reasoning traces. Cut document review time from hours to minutes while maintaining interpretability for compliance workflows. ✅ Emotion-Aware NPC Engine (Unity Integration) - Created real-time speech emotion recognition pipeline combining LogMel emotion detection, DistilRoBERTa sentiment analysis, and MiniLM semantic similarity. Enabled dynamic NPC responses based on player voice tone and emotional context through FastAPI-Unity integration. ✅ LLM BugFixer & Code Refactoring System - Built GitHub-integrated automation that triages issues, interprets stack traces, and generates test-validated fixes using prompt engineering and code context embeddings. Demonstrated practical LLM application in software maintenance beyond text generation. TECHNICAL STACK: AI/ML Frameworks: LangChain, LangGraph, OpenAI API, Anthropic Claude, Hugging Face Vector & Semantic Search: FAISS, Weaviate, pgvector, Pinecone, Sentence Transformers Backend & APIs: Python (5+ years), FastAPI, Flask, Google Apps Script Infrastructure: Docker, AWS, GCP, Supabase, GitHub Actions Automation: n8n, Zapier, workflow orchestration Evaluation & Monitoring: LangSmith, custom prompt evaluation frameworks, telemetry systems ADDITIONAL CAPABILITIES: Fine-tuning pipelines optimized for resource efficiency (LoRA, domain adaptation) NLP-powered matching systems (resume-job fit scoring, semantic similarity ranking) Data storytelling and insight extraction (pandas, scikit-learn, visualization) Prompt engineering frameworks with A/B testing and quantifiable metrics WHY ORGANIZATIONS CHOOSE ME: ✅ Production-first mindset – I build systems that ship, not just prototypes. Every solution includes guardrails, evaluation metrics, and deployment infrastructure. ✅ Business outcome focus – I translate technical capabilities into measurable ROI: time saved, processes automated, accuracy improved. ✅ Full-stack execution – From model architecture to cloud deployment, I handle the complete pipeline so you don't need multiple specialists. ✅ Transparent collaboration – Clear communication, realistic timelines, and alignment on what success looks like. Let's connect and explore how intelligent automation can transform your operations.

⬜️ Tested 20+ web & mobile products before release ⬜️ Helping teams catch bugs early and avoid costly fixes later ⬜️ Reduce production bugs by 50% I’m one of those QA tester specialists who doesn’t just “run tests” - I look at the product like a real user and break it before your users do.* What I do as a QA tester Manual QA tester / Software testing ✔️ Full-cycle software testing: regression, smoke, acceptance ✔️ Web testing, app testing (iOS / Android), cross-browser testing ✔️ QA tester focused on real user flows, not just checklists ✔️ Clear bug reports in Jira QA automation / Automation tester ✔️ QA automation using Cypress and Playwright ✔️ Automation tester building stable end-to-end tests ✔️ QA automation engineer improving or rebuilding test coverage ✔️ Integration with CI (GitHub Actions, pipelines) ✔️ API testing with Postman and other tools I’m a QA engeneer who works with products where bugs cost real money - SaaS platforms, marketplaces, business tools. Industries: 🏥 Healthcare, 🛒 E-Commerce & Marketplace, 💳 Fintech, 💻 SoftDev, 🎯 Marketing, 📚 E-learning, 💼 Business Solutions. My Tech Stack ✔️ Cypress, Playwright, Selenium, WebdriverIO ✔️ JavaScript, TypeScript, Python, Java ✔️ Postman, SoapUI ✔️ Jira, TestRail, X-Ray ✔️ BrowserStack, Sauce Labs ✔️ MySQL, PostgreSQL ✔️ OpenAI API, LangChain, HuggingFace I work closely with full stack developers, software developers, and project managers, but my main focus is always on QA testing and product quality. Have a product that needs a QA tester or QA automation engineer? Click "Invite", send a short description, and I’ll show you where your product can break - before your users do.

AI Developer & Creative Technologist helping brands and e-commerce businesses create high-quality AI-generated visuals, product campaigns, and scalable creative workflows. I specialize in combining AI tools with strong visual design to deliver polished, on-brand content with faster turnaround and consistent quality. Core expertise: * AI image generation & editing * Ecommerce product creatives * AI-assisted product photography * Prompt engineering & AI workflows * Visual design & campaign assets * UI/UX & creative direction * Backend automation & AI integrations Tools & Technologies: * Image Generation Models- Nano Banana, Midjourney, Flux Kontext * AI-native creative tools- Pletor.ai, weavy.ai, Lovart.ai * Design and Editing- Photoshop, Figma, Adobe Creative Cloud, Adobe Expres * Python * Claude Code * Gemini * Hugging Face * AWS & GCP I work with a focused micro-team of tech and design specialists, allowing us to handle both creative execution and technical AI workflows efficiently across larger projects. Whether you need AI-powered product visuals, ecommerce creatives, marketing assets, or custom AI workflows, the goal is always the same deliver visually compelling results that are production-ready, scalable, and commercially effective. DM me or send an invite to discuss your project.

I help startups and growing businesses build AI-powered products, workflow automation systems, and scalable SaaS platforms. Over the last 7+ years, I've designed, built, and deployed production systems ranging from AI agents and Voice AI applications to RAG platforms, business automation tools, and enterprise SaaS products. My experience spans AI architecture, backend engineering, cloud infrastructure, and full-stack development, allowing me to take products from concept to production without relying on multiple specialists. My focus goes beyond integrating AI into applications. I build the APIs, workflows, infrastructure, data pipelines, dashboards, and user experiences required to turn AI capabilities into reliable business products. 𝐖𝐡𝐚𝐭 𝐈 𝐁𝐮𝐢𝐥𝐝 𝐀𝐈 & 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐀𝐈 • AI Agents & Agentic Workflows • Multi-Agent Systems • OpenAI, Claude & Gemini Integrations • Retrieval-Augmented Generation (RAG) • Knowledge-Based AI Systems • AI Chatbots & Conversational AI • Voice AI & Real-Time AI Assistants • Semantic Search & Vector Search • Knowledge Graphs • Document Intelligence Systems • AI-Powered Report Generation • AI Automation & Business Process Automation 𝐒𝐚𝐚𝐒 & 𝐏𝐫𝐨𝐝𝐮𝐜𝐭 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭 • Multi-Tenant SaaS Platforms • Startup MVPs & Product Development • Internal Business Tools • Admin Dashboards • Marketplace Platforms • CRM & ERP Solutions • Subscription Platforms • Enterprise Applications 𝐁𝐚𝐜𝐤𝐞𝐧𝐝 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠 • FastAPI, Django & Flask • Node.js (Express, NestJS) • REST APIs & GraphQL APIs • Microservices Architecture • Event-Driven Systems • Authentication & Authorization • Queue-Based Processing • Third-Party API Integrations 𝐅𝐮𝐥𝐥-𝐒𝐭𝐚𝐜𝐤 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭 • React & Next.js Applications • TypeScript & JavaScript • Real-Time Applications • Dashboard Development • Data Visualization Platforms • Responsive Web Applications 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 & 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧𝐬 • n8n • Make (Integromat) • Zapier • Webhooks • CRM Integrations • Payment Integrations • Marketing Automation • Custom Workflow Automation 𝐀𝐈 & 𝐀𝐩𝐩𝐥𝐢𝐞𝐝 𝐌𝐋 𝐄𝐱𝐩𝐞𝐫𝐢𝐞𝐧𝐜𝐞 • Built production Voice AI systems integrating speech-to-text, text-to-speech, conversational workflows, backend automation, and real-time AI interactions. • Developed AI-powered automation platforms for customer engagement, lead qualification, content generation, and business workflow orchestration. • Built Multi-Agent AI systems using GPT-4o, LangChain, ChromaDB, structured reasoning workflows, Chain-of-Thought prompting, Instruction Tuning, and Retrieval-Augmented Generation (RAG). • Developed knowledge-based AI systems using vector databases, embeddings, semantic search, hybrid retrieval strategies, and Reciprocal Rank Fusion (RRF). • Built RAG applications over large-scale datasets using Weaviate, ChromaDB, semantic search, embeddings, and advanced retrieval techniques. • Worked on NLP systems involving document intelligence, text classification, multilingual language processing, semantic search, summarization, and knowledge retrieval. • Developed Computer Vision and Multimodal AI solutions involving image classification, object localization, caption generation, transformer-based architectures, CLIP, ResNet, and medical imaging workflows. 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐢𝐞𝐬 𝐀𝐈 & 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐀𝐈 OpenAI, Claude, Gemini, LangChain, LangGraph, Hugging Face, GPT-4o, RAG, AI Agents, Multi-Agent Systems, Agentic AI, Prompt Engineering, Semantic Search, Vector Databases, Knowledge Graphs, ChromaDB, Weaviate, Embeddings, Retrieval Systems 𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 PyTorch, TensorFlow, Scikit-learn, Transformers, BERT, T5, XLM-RoBERTa, CLIP, CNNs, Transfer Learning, NLP, Computer Vision, Fine-Tuning, Deep Learning 𝐁𝐚𝐜𝐤𝐞𝐧𝐝 Python (FastAPI, Django, Flask), Node.js (Express, NestJS) 𝐅𝐫𝐨𝐧𝐭𝐞𝐧𝐝 React, Next.js, TypeScript, JavaScript, Tailwind CSS 𝐃𝐚𝐭𝐚𝐛𝐚𝐬𝐞𝐬 PostgreSQL, MongoDB, MySQL, Redis, Neo4j 𝐂𝐥𝐨𝐮𝐝 & 𝐃𝐞𝐯𝐎𝐩𝐬 AWS, GCP, Azure, Docker, Kubernetes, Terraform, CI/CD, GitHub Actions 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 & 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧𝐬 n8n, Make, Zapier, Webhooks, Stripe, Twilio, Third-Party APIs 𝐈𝐧𝐝𝐮𝐬𝐭𝐫𝐢𝐞𝐬 SaaS • Healthcare • Fintech • Logistics • Ecommerce • EdTech • Real Estate • Marketplaces • Business Automation • AI Products Whether you're building an AI agent, a RAG platform, a Voice AI solution, a SaaS application, an automation system, a marketplace, or an internal business tool, I can help design, build, and scale it from concept to production. Let's discuss your project.