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Every week, I talk to founders stuck in the same loop: agencies dragging for months, developers ghosting mid-project, budgets disappearing, and no launch. Recent win: Took a founder's idea from Lovable prototype to a live SaaS, Heardly, which scans billions of social posts across Reddit, TikTok, Instagram and LinkedIn to find people already asking for their product, then writes a ready-to-post comment reply for each conversation. AI-powered scans, Stripe billing and competitor monitoring I’m Ilyas, you speak directly to me, i execute fast, and i ship. no layers, no miscommunication, no surprises. I specialise in building real products fast using Lovable, Replit, Supabase, Claude Code, Cloudflare, Vercel, React, Next.js and TypeScript... From proof of concept to MVP to live product, delivered very faster than a traditional dev team, without compromising on structure, security, or quality. Message me directly for a free 30-minute consultation. I’ll review your project, tell you if I’m the right fit for your project, if not i will give you practical advice to find the right talent your project.

I help startups and growing businesses turn product ideas into reliable SaaS platforms, mobile apps, dashboards, and AI-powered features that are ready for real users not just demos. I work across the full product lifecycle: planning, architecture, backend, frontend, mobile, deployment, debugging, and scaling. Whether you are building an MVP, improving an existing product, or fixing a system that has outgrown its first version, I can help you move faster without creating technical debt. What I build • SaaS web apps, dashboards, and internal platforms • Flutter mobile apps for iOS and Android • Secure REST and GraphQL APIs • AI-powered product features using LLMs and structured outputs • Performance fixes, refactors, and scaling improvements • Backend systems with authentication, payments, workflows, and integrations Tech stack Frontend: React, Next.js, Vue, Nuxt, TypeScript, JavaScript, Tailwind CSS, Redux, Zustand, Apollo Client Backend: Django, Ruby on Rails, FastAPI, Express, Go, REST, GraphQL, Hasura, Apollo Server Mobile: Flutter, iOS, Android Database & Cloud: PostgreSQL, MySQL, Docker, CI/CD, Google Cloud Platform AI: LLM integrations, structured outputs, streaming UX, prompt workflows, guardrails, and production-ready AI features Why clients work with me I don’t just write tickets and disappear. I ask the right questions, think through the product, communicate clearly, and take ownership from idea to deployment. You can expect clean code, realistic timelines, clear updates, and practical decisions that support the product long term. I have worked on SaaS platforms, financial systems, EdTech products, automation tools, mobile apps, and high-performance dashboards. If you are building a SaaS product, launching a mobile app, adding AI features, or improving an existing system, send me your goals, current stack, and timeline. I’ll help you figure out the best next step.

Architecting ecosystems where Humans, Apps, and AI Agents work in perfect harmony. 🎯 𝐓𝐨𝐩 6 𝐦𝐨𝐬𝐭 𝐝𝐞𝐦𝐚𝐧𝐝𝐞𝐝 𝐀𝐈 𝐀𝐠𝐞𝐧𝐭𝐢𝐜 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 𝐕𝐞𝐫𝐭𝐢𝐜𝐚𝐥𝐬 𝐛𝐲 𝐦𝐲 𝐜𝐥𝐢𝐞𝐧𝐭𝐬: 🔹 𝐑𝐞𝐯𝐞𝐧𝐮𝐞 𝐈𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞 & 𝐒𝐚𝐥𝐞𝐬 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭 𝐀𝐈 𝐀𝐠𝐞𝐧𝐭𝐬: Lead research, account prioritization, buying-signal detection, CRM enrichment, outreach personalization, and meeting generation workflows. 🔹 𝐂𝐮𝐬𝐭𝐨𝐦𝐞𝐫 𝐒𝐮𝐩𝐩𝐨𝐫𝐭 𝐈𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞 𝐀𝐈 𝐒𝐲𝐬𝐭𝐞𝐦𝐬: Knowledge retrieval, ticket classification, automated resolutions, escalation workflows, CRM synchronization, and support optimization. 🔹 𝐅𝐢𝐧𝐚𝐧𝐜𝐞 & 𝐀𝐜𝐜𝐨𝐮𝐧𝐭𝐢𝐧𝐠 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 𝐀𝐈 𝐀𝐠𝐞𝐧𝐭𝐬: Invoice processing, data extraction, reconciliations, AP/AR workflows, financial reporting, and back-office automation. 🔹 𝐌𝐚𝐫𝐤𝐞𝐭𝐢𝐧𝐠 𝐂𝐨𝐧𝐭𝐞𝐧𝐭 𝐎𝐩𝐞𝐫𝐚𝐭𝐢𝐨𝐧𝐬 𝐀𝐈 𝐒𝐲𝐬𝐭𝐞𝐦𝐬: SEO workflows, content generation, repurposing, campaign execution, publishing pipelines, and multi-channel content operations. 🔹 𝐁𝐮𝐬𝐢𝐧𝐞𝐬𝐬 𝐈𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞 & 𝐃𝐞𝐜𝐢𝐬𝐢𝐨𝐧 𝐒𝐮𝐩𝐩𝐨𝐫𝐭:Data integration, warehousing, modeling, dashboards, AI briefings, conversational analytics, anomaly detection, and automated alerts. 🔹 𝐂𝐮𝐬𝐭𝐨𝐦 𝐀𝐈 𝐒𝐲𝐬𝐭𝐞𝐦𝐬: Tailored agent ecosystems, workflow automation, multi-agent orchestration, and enterprise AI infrastructure built around your business processes. ⚙️ 𝗧𝗲𝗰𝗵𝗻𝗶𝗰𝗮𝗹 𝗧𝗼𝗼𝗹𝗯𝗼𝘅: 🔹 AI Agents: Open Claw, Hermes, Manus, Perplexity, Miro Fish, Axiom AI, Browse AI 🔹 AI Models / LLMs: Claude, GPT, Gemini, Gemma, Grok, Deepseek, Kimi, Qwen, Minimax, Llama 🔹 Code Agents: Claude Code, Codex, Antigravity, Cursor, Base44, Google Stitch, Google Jitro 🔹 Orchestration & Integration: Claude Managed Agents, Open AI Frontier, Paperclip, LangChain, CrewAI, AutoGen, Open AI Agent Builder, Llama Index, MCP, Microsoft Agent Framework, MCP Server 🔹 Automation: Make, n8n, Zapier, Python, Apps Script, Cloud Run, Bardeen, UiPath, Playwright, Power Automate, Google Opal 🔹Cloud & Deployment: Google Cloud Platform, Railway, Vercel 🔹 Observability: Langfuse, Langsmith, Galileo AI, Otel, Helicone, Portkey 🔹 Governance: Credo AI, Holistic AI, Bifrost 🔹 Documentation: Model Cards (Google Toolkit), Git Book, Docusaurus, Obsidian 🔹Data Warehousing: BigQuery, Cloud SQL, SQL Server, MySQL, Firebase, Snowflake 🔹Coding Languages: Python, SQL, JavaScript, Apps Script, Terraform, Git, Docker, Cloud Build 🔹ETL: Fivetran, DBT, Databricks, Windsor AI, Coupler io, Apify, Firecrawl 🔹Data Visualization: Hex AI, Power BI, Looker Studio, Zoho Analytics, DOMO, Metabase, Apache Superset, Databox 🔹Other Languages: DAX, M Language, C, C#, PHP, HTML, CSS, JS, TypeScript, VBA(Macros), Excel/Google Sheets Formulas ⭐ 𝐇𝐨𝐰 𝐈 𝐖𝐨𝐫𝐤 🔹I partner companies who are serious about execution, long-term value, and clear decision-making. 🔹I work asynchronously and focus on planning, execution, and measurable outcomes rather than activity tracking (I don't use Upwork Tracker). 🔹Engagements can be hourly or fixed-price, but scope, expectations, and success criteria must be aligned before work begins. 🔹My process is generally: discovery → planning → approval → execution → reporting. In planning phase I provide estimated effort and expected deliverables. I only proceed after approval, helping prevent scope creep, misunderstandings, and unexpected costs. 🔹You're welcome to ask questions via Upwork messages. However, if you would like serious ]technical planning, real cost estimates, or move to a contract for execution I require a paid 30–60 minute consultation before. This helps establish intent, commitment, and mutual trust. Without that consultation, conversations should be considered informational only and should not be interpreted as formal project planning, estimates, or commitment to execution 🔹The same process applies to invitations and direct outreach. 🔹I do not use WhatsApp for project communication. Availability is generally Monday–Friday, 9 AM–5 PM (GMT-5). Most projects require no more than one weekly meeting, with additional sessions reserved for complex engagements. 🔹I work best with clients who value planning, documentation, accountability, and thoughtful execution over rushed development. 💡 𝐋𝐞𝐭’𝐬 𝐄𝐯𝐨𝐥𝐯𝐞 𝐘𝐨𝐮𝐫 𝐎𝐩𝐞𝐫𝐚𝐭𝐢𝐨𝐧 𝐢𝐧𝐭𝐨 𝐚𝐧 𝐀𝐮𝐭𝐨𝐧𝐨𝐦𝐨𝐮𝐬 𝐏𝐨𝐰𝐞𝐫𝐡𝐨𝐮𝐬𝐞 If you are tired of fragmented tools and "AI toys" and are ready to build a robust, governed, and hyper-automated ecosystem, we should talk. Ready to orchestrate your future?

I create AI-powered videos, images, and AI-generated UGC for businesses, advertising, and social media that grab attention and deliver real results. By combining advanced AI tools with professional editing, I craft visuals that look premium, realistic, and impactful. What I can do for you: 🎬 AI-generated videos, images, audio, and UGC; 🎥 AI-powered videos from real images; 📺 AI videos for YouTube; 💡 High-conversion advertising content; 📸 AI photoshoots with realistic models; 🛍️ Product and lifestyle visual creation; 🎨 Create eye-catching thumbnails and covers; 🏠 Transform property photos into virtual video tours; ✨ Edit and enhance images: change colors, backgrounds, and other details; 🖌️ Photoshop refinement: text correction, artifact removal, color grading, and finishing touches. My AI and creative Tools includes: Video: Kling, Veo, Higgsfield, Luma, Hailuo, Sora 2, Wan, Seedance etc. Images: Nano Banana Pro, Seedream, Sora, Midjourney, Leonardo AI, Higgsfield Soul, Reve, Krea, Imagen etc. Avatars: HeyGen, Hedra. Voices: ElevenLabs, Suno. Other essential tools: Adobe Photoshop, Topaz, Canva, CapCut, Freepik I have worked on projects visualizing advertisements for cosmetic brands, jewelry brands, women’s and men’s clothing, cleaning companies, furniture stores, beverages, and residential developers. I design images, animations, storytelling compositions, and social media visuals that highlight brand identity in a stylish, modern, and engaging way. 🔥 Ready to bring your ideas to life with premium AI content and UGC? Let’s start creating something extraordinary today!

I have spent 8 years at the intersection of data, AI, and the question nobody wants to ask “does it actually deliver results?” From forecasting systems to LLM pipelines and autonomous agents built for real world problems where off-the-shelf solutions fail. The tools change with every project. The bar doesn't. Here is an overview of my Stack 𝗠𝗟 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸𝘀: PyTorch, TensorFlow, Scikit-learn, XGBoost, LightGBM, CatBoost, statsmodels 𝗟𝗟𝗠𝘀 & 𝗡𝗟𝗣: Open AI, Claude, Gemini, Grok, LLaMA, Mistral, DeepSeek, BERT, BART, SetFit, HuggingFace 𝗔𝗴𝗲𝗻𝘁𝗶𝗰 & 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻: LangChain, LangGraph, RAG Pipelines, n8n, Make, OpenAI API, Anthropic API, Lovable, OpenClaw 𝗩𝗲𝗰𝘁𝗼𝗿 & 𝗦𝗲𝗮𝗿𝗰𝗵: Pinecone, FAISS, ChromaDB, SentenceTransformers, Embeddings 𝗗𝗮𝘁𝗮 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝗶𝗻𝗴: pandas, NumPy, Parquet, Airflow, dbt, ETL Pipelines 𝗔𝗣𝗜𝘀 & 𝗦𝗰𝗿𝗮𝗽𝗶𝗻𝗴: FastAPI, Flask, WebSocket, PRAW, BeautifulSoup, Selenium 𝗩𝗶𝘀𝘂𝗮𝗹𝗶𝘇𝗮𝘁𝗶𝗼𝗻: Matplotlib, Seaborn, Plotly, Tableau, PowerBI, SHAP 𝗖𝗹𝗼𝘂𝗱 & 𝗜𝗻𝗳𝗿𝗮: AWS EC2, SageMaker, AWS Bedrock, Firebase, Docker, VPS 𝗙𝗿𝗼𝗻𝘁𝗲𝗻𝗱 & 𝗔𝗽𝗽𝘀: React, Next.js, Streamlit, Gradio, Lovable 𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻𝘀: Gmail API, Google Calendar API, WhatsApp API, Stripe, PayPal, Odoo You can get a feel for the work pretty quickly. Here's a slice. → 𝗔𝗜 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻 & 𝗔𝗴𝗲𝗻𝘁𝗶𝗰 𝗦𝘆𝘀𝘁𝗲𝗺𝘀 • Built a 𝒇𝒖𝒍𝒍-𝒄𝒚𝒄𝒍𝒆 𝑨𝑰 𝒉𝒊𝒓𝒊𝒏𝒈 𝒑𝒊𝒑𝒆𝒍𝒊𝒏𝒆 using n8n to orchestrate OpenAI-powered resume parsing with Gmail, Google Sheets, and Calendar APIs reducing 𝐻𝑅 𝑚𝑎𝑛𝑢𝑎𝑙 𝑤𝑜𝑟𝑘𝑙𝑜𝑎𝑑 𝑏𝑦 80% with centralized candidate tracking and automated scheduling. • Developed 𝒂 𝒓𝒆𝒂𝒍-𝒕𝒊𝒎𝒆 𝑨𝑰 𝒗𝒐𝒊𝒄𝒆 𝒂𝒈𝒆𝒏𝒕 supporting voice-to-voice, speech-to-text and text-to-text conversations via FastAPI and WebSocket with ultra low latency using GPT for dialogue management. • Built an 𝑨𝑰 𝒑𝒐𝒘𝒆𝒓𝒆𝒅 𝒕𝒆𝒍𝒆𝒎𝒆𝒅𝒊𝒄𝒊𝒏𝒆 𝒑𝒍𝒂𝒕𝒇𝒐𝒓𝒎 on Next.js and Firebase with role-based AI prompts, automated symptom collection and 𝑟𝑒𝑎𝑙 𝑡𝑖𝑚𝑒 𝑐𝑙𝑖𝑛𝑖𝑐𝑎𝑙 𝑖𝑛𝑠𝑖𝑔ℎ𝑡𝑠 for patient doctor interaction. → 𝗙𝗼𝗿𝗲𝗰𝗮𝘀𝘁𝗶𝗻𝗴 & 𝗣𝗿𝗲𝗱𝗶𝗰𝘁𝗶𝘃𝗲 𝗠𝗼𝗱𝗲𝗹𝗶𝗻𝗴 From pharmaceutical supply chains to crypto markets, I build forecasting systems that drive real inventory, budget and trading decisions. • Built a 3𝑴+ 𝒓𝒆𝒄𝒐𝒓𝒅 𝒑𝒉𝒂𝒓𝒎𝒂 𝒇𝒐𝒓𝒆𝒄𝒂𝒔𝒕𝒊𝒏𝒈 𝒔𝒚𝒔𝒕𝒆𝒎 pipeline: XGBoost R²=0.90, 20% accuracy gain, 17-chart EDA uncovering SKU concentration risk and billing-cycle demand patterns • 𝑪𝒓𝒄𝒓𝒚𝒑𝒕𝒐 𝒇𝒐𝒓𝒆𝒄𝒂𝒔𝒕𝒊𝒏𝒈 𝒎𝒐𝒅𝒆𝒍𝒔 using ARIMA + Reddit sentiment (PRAW + SetFit) → BUY/SELL/HOLD signals for BTC, ETH, SOL, DOGE • 𝑫𝒆𝒎𝒂𝒏𝒅 𝒇𝒐𝒓𝒆𝒄𝒂𝒔𝒕𝒊𝒏𝒈 𝒑𝒊𝒑𝒆𝒍𝒊𝒏𝒆 (LR, XGBoost, RF, LSTM) achieving R²~0.99 used car price prediction deployed via Flask → 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 & 𝗦𝘁𝗮𝘁𝗶𝘀𝘁𝗶𝗰𝗮𝗹 𝗠𝗼𝗱𝗲𝗹𝗶𝗻𝗴 I build classification, regression, and validation systems with rigorous evaluation not just accuracy scores but defensible, 𝒑𝒓𝒐𝒅𝒖𝒄𝒕𝒊𝒐𝒏-𝒓𝒆𝒂𝒅𝒚 𝒎𝒐𝒅𝒆𝒍𝒔. • SVM, Gradient Boosting, MLP, XGBoost, Logistic Regression always with GridSearch and KFold CV for hyperparameter integrity • Diabetes detection: 86% accuracy on 3-class imbalanced clinical dataset with feature engineering and undersampling experiments → 𝗡𝗟𝗣 & 𝗟𝗟𝗠-𝗣𝗼𝘄𝗲𝗿𝗲𝗱 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲 I combine classical text modeling with modern LLMs to extract structured insight from unstructured data at scale. • Claude 3.5 Sonnet (AWS Bedrock) + BART MNLI + SentenceTransformer pipeline quantifying open ended survey sentiment for fragrance product strategy • Real-time Reddit 𝒔𝒆𝒏𝒕𝒊𝒎𝒆𝒏𝒕 𝒅𝒂𝒔𝒉𝒃𝒐𝒂𝒓𝒅 for ASTS ticker upvote-weighted transformer scoring with daily trend visualization • 𝑻𝒆𝒙𝒕 𝑪𝒍𝒂𝒔𝒔𝒊𝒇𝒊𝒆𝒓 across disaster tweets (TFIDF, 80%), IMDB reviews (LSTM, 86%) and news categorization (CNN + GloVe, 75%) • GPT-4o, Claude, LLaMA, Grok and Mistral used as deliberate data enrichment and annotation tools inside ML pipelines I work with startups building their first AI product, enterprises with complex data problems, and individuals with unique challenges nobody else wants to touch. If the problem is hard and the data is messy that's exactly where I do my best work. Send me a message and let's figure out if I'm the right fit. I will tell you within 24 hours whether I can help and how.

# Top Rated AI Agent Engineer | RAG | Multi-Agent Systems | OpenAI & Claude | Automation Expert Are you looking to build AI that actually delivers business results—not just another chatbot demo? I help startups, SaaS companies, and enterprises build production-ready AI systems that automate workflows, improve decision-making, reduce operational costs, and scale reliably. 🔹 Built 100+ AI-powered solutions 🔹 Top Rated AI/ML Engineer 🔹 Specialized in AI Agents, RAG, and Business Automation 🔹 Focused on real-world deployment, scalability, and measurable ROI ## What I Can Help You Build ✅ AI Agents & Multi-Agent Systems * Autonomous AI workflows * Research and analysis agents * Customer support agents * Sales and lead-generation agents * Multi-agent orchestration using LangGraph ✅ RAG (Retrieval-Augmented Generation) * Knowledge base chatbots * Internal document assistants * Citation-based AI systems * Enterprise search solutions * Vector databases (Pinecone, FAISS, Chroma) ✅ Generative AI & LLM Applications * OpenAI GPT-4o * Claude API * Gemini * Custom AI assistants * AI-powered SaaS features ✅ Workflow Automation * n8n automation * Zapier automation * AI-driven business processes * CRM integrations * API integrations ✅ Backend & AI Infrastructure * Python * FastAPI * LangChain * LangGraph * Vector Databases * Cloud Deployment * Production AI Architecture ## Recent Results ✔ Built AI customer support agent that reduced support workload by 60% ✔ Developed enterprise RAG platform achieving 95%+ response accuracy ✔ Automated business workflows saving 100+ hours per month ✔ Built multi-agent systems for research, reporting, and operational automation ## Why Clients Hire Me Many developers can build an AI demo. I build systems that: ✅ Work reliably in production ✅ Scale as your business grows ✅ Integrate with your existing tools ✅ Deliver measurable business value ✅ Are maintainable and cost-efficient ## Industries I Work With ✔ SaaS Startups ✔ AI Product Companies ✔ E-commerce Businesses ✔ Consulting Firms ✔ Enterprise Teams ✔ Operations & Support Teams ## Let's Build Something That Creates Real Business Impact Whether you're building an AI product, implementing RAG, developing AI agents, or automating business processes, I can help you design and deploy a solution that works in production. Send me a message with your project idea, and I'll suggest the best approach to get started.