Full stack developer with 15,000+ hours and 150+ completed jobs on Upwork. I build AI agents, SaaS platforms, and automation systems that connect your product, your data, and your workflows, so your project doesn't get stuck between separate frontend, backend, AI, and automation freelancers. WHAT I BUILD: AI Agents & LLM Apps - AI agents for customer support, sales, lead qualification, internal ops, and reporting - Chatbots and assistants using OpenAI API, Anthropic Claude, and LangChain - RAG systems that search your documents, PDFs, and knowledge base with source-aware answers - LLM features inside SaaS dashboards, admin panels, and internal tools SaaS Platforms & Full-Stack Apps - Custom SaaS, MVPs, marketplaces, admin dashboards, and customer portals - React, Next.js, Node.js, TypeScript, Python, PostgreSQL, Supabase, Firebase, MongoDB - Role-based access, subscriptions, payments, and production-ready architecture Workflow Automation & API Integrations - Business automation with n8n, Zapier, and Make - CRM automation, lead routing, and data sync across tools - API integrations with Stripe, CRMs, Slack, Google services, and custom systems Business Systems & Internal Tools - Operations dashboards, approval workflows, document processing tools - Custom software for SaaS, healthcare, real estate, and service-based businesses TECH STACK React, Next.js, Node.js, TypeScript, Python, PostgreSQL, Supabase, Firebase, MongoDB, OpenAI API, Claude, LangChain, RAG, Vector Databases, n8n, Zapier, Make, Stripe, REST APIs I'm a strong fit if you're building an AI agent, RAG system, SaaS platform, automation workflow, or a custom business system and want someone who can handle the architecture, the build, and the AI/automation layer without handing you off between multiple freelancers. Message me with a short summary of your project, I'll review it and reply with a clear approach, timeline, and next steps.

𝐀𝐈-𝐍𝐚𝐭𝐢𝐯𝐞 𝐅𝐮𝐥𝐥 𝐒𝐭𝐚𝐜𝐤 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫 𝐰𝐢𝐭𝐡 𝟏𝟓+ 𝐲𝐞𝐚𝐫𝐬 𝐨𝐟 𝐞𝐱𝐩𝐞𝐫𝐢𝐞𝐧𝐜𝐞 𝐛𝐮𝐢𝐥𝐝𝐢𝐧𝐠 𝐬𝐜𝐚𝐥𝐚𝐛𝐥𝐞 𝐒𝐚𝐚𝐒 𝐩𝐥𝐚𝐭𝐟𝐨𝐫𝐦𝐬, 𝐀𝐈-𝐩𝐨𝐰𝐞𝐫𝐞𝐝 𝐚𝐩𝐩𝐥𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬, 𝐚𝐧𝐝 𝐜𝐥𝐨𝐮𝐝-𝐛𝐚𝐬𝐞𝐝 𝐬𝐨𝐥𝐮𝐭𝐢𝐨𝐧𝐬 𝐟𝐨𝐫 𝐬𝐭𝐚𝐫𝐭𝐮𝐩𝐬 𝐚𝐧𝐝 𝐞𝐧𝐭𝐞𝐫𝐩𝐫𝐢𝐬𝐞 𝐜𝐥𝐢𝐞𝐧𝐭𝐬. Specialized in full-stack development using 𝐑𝐞𝐚𝐜𝐭.𝐣𝐬, 𝐍𝐨𝐝𝐞.𝐣𝐬, 𝐏𝐲𝐭𝐡𝐨𝐧, 𝐉𝐚𝐯𝐚𝐒𝐜𝐫𝐢𝐩𝐭, 𝐚𝐧𝐝 𝐓𝐲𝐩𝐞𝐒𝐜𝐫𝐢𝐩𝐭, 𝐰𝐢𝐭𝐡 𝐬𝐭𝐫𝐨𝐧𝐠 𝐞𝐱𝐩𝐞𝐫𝐭𝐢𝐬𝐞 𝐢𝐧 𝐀𝐈 𝐀𝐠𝐞𝐧𝐭𝐬, 𝐀𝐠𝐞𝐧𝐭𝐢𝐜 𝐀𝐈 𝐰𝐨𝐫𝐤𝐟𝐥𝐨𝐰𝐬, 𝐑𝐀𝐆-𝐛𝐚𝐬𝐞𝐝 𝐬𝐲𝐬𝐭𝐞𝐦𝐬, 𝐀𝐈 𝐚𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧, 𝐚𝐧𝐝 𝐦𝐨𝐝𝐞𝐫𝐧 𝐀𝐈 𝐢𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧𝐬 Over the years, I have built modern web applications, backend systems, REST APIs, intelligent workflows, and scalable cloud infrastructure using AWS services, including EC2, Lambda, S3, API Gateway, and serverless architectures. I have worked across industries,𝐢𝐧𝐜𝐥𝐮𝐝𝐢𝐧𝐠 𝐀𝐈, 𝐒𝐚𝐚𝐒, 𝐅𝐢𝐧𝐓𝐞𝐜𝐡, 𝐄-𝐜𝐨𝐦𝐦𝐞𝐫𝐜𝐞, 𝐇𝐞𝐚𝐥𝐭𝐡𝐜𝐚𝐫𝐞, 𝐄𝐝𝐓𝐞𝐜𝐡, 𝐋𝐨𝐠𝐢𝐬𝐭𝐢𝐜𝐬, 𝐚𝐧𝐝 𝐞𝐧𝐭𝐞𝐫𝐩𝐫𝐢𝐬𝐞 𝐩𝐥𝐚𝐭𝐟𝐨𝐫𝐦𝐬, helping businesses build scalable, reliable, and future-ready digital products. 𝐅𝐫𝐨𝐧𝐭𝐞𝐧𝐝 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭: React.js, Next.js, JavaScript, TypeScript, HTML5, CSS3 𝐁𝐚𝐜𝐤𝐞𝐧𝐝 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭: Node.js, Express.js, Python, REST APIs, Authentication, API Integrations, Microservices 𝐀𝐈 & 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧:AI Agents, Agentic AI, RAG (Retrieval-Augmented Generation), AI Automation, OpenAI GPT, Claude AI, Gemini AI, Cursor AI, LLM Integrations, AI Chatbots, Workflow Automation 𝐂𝐥𝐨𝐮𝐝 & 𝐃𝐞𝐯𝐎𝐩𝐬:AWS EC2, AWS Lambda, AWS S3, API Gateway, Serverless Architecture, Docker, CI/CD Pipelines, GitHub Actions 𝐃𝐚𝐭𝐚𝐛𝐚𝐬𝐞 𝐌𝐚𝐧𝐚𝐠𝐞𝐦𝐞𝐧𝐭:MongoDB, PostgreSQL, MySQL 𝐓𝐨𝐨𝐥𝐬 & 𝐂𝐨𝐥𝐥𝐚𝐛𝐨𝐫𝐚𝐭𝐢𝐨𝐧:GitHub, GitLab, Jira, ClickUp, Trello, Slack, Notion, Agile, Scrum 𝐈𝐟 𝐲𝐨𝐮’𝐫𝐞 𝐥𝐨𝐨𝐤𝐢𝐧𝐠 𝐟𝐨𝐫 𝐚𝐧 𝐀𝐈-𝐍𝐚𝐭𝐢𝐯𝐞 𝐅𝐮𝐥𝐥 𝐒𝐭𝐚𝐜𝐤 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫 𝐰𝐡𝐨 𝐜𝐚𝐧 𝐜𝐨𝐦𝐛𝐢𝐧𝐞 𝐦𝐨𝐝𝐞𝐫𝐧 𝐟𝐮𝐥𝐥-𝐬𝐭𝐚𝐜𝐤 𝐝𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭 𝐰𝐢𝐭𝐡 𝐢𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐭 𝐀𝐈 𝐬𝐨𝐥𝐮𝐭𝐢𝐨𝐧𝐬 𝐭𝐨 𝐛𝐮𝐢𝐥𝐝 𝐬𝐜𝐚𝐥𝐚𝐛𝐥𝐞 𝐚𝐧𝐝 𝐩𝐫𝐨𝐝𝐮𝐜𝐭𝐢𝐨𝐧-𝐫𝐞𝐚𝐝𝐲 𝐩𝐫𝐨𝐝𝐮𝐜𝐭𝐬, 𝐋𝐞𝐭’𝐬 𝐜𝐨𝐧𝐧𝐞𝐜𝐭!!!

I am a Full-Stack & AI Engineer with 8+ years of experience, specializing in Python-based systems, AI solutions, and scalable web applications. I help businesses design, build, and optimize production-ready software that delivers real results. My expertise covers backend architecture, REST APIs, databases, AI/ML integration, and automation, allowing me to handle projects end-to-end, from concept to deployment. I focus on clean code, performance, security, and long-term scalability. Clients work with me for my clear communication, reliability, and ability to translate complex requirements into efficient solutions. If you need a Python specialist who can build, scale, and improve intelligent systems, I am ready to help.

Most freelancers can scrape a website. Or write a basic script. I build end-to-end data pipelines that don't break. You get clean, production-ready data on autopilot, without managing a team of developers. I'm a 𝗣𝘆𝘁𝗵𝗼𝗻 𝗪𝗲𝗯 𝗦𝗰𝗿𝗮𝗽𝗶𝗻𝗴 & 𝗗𝗮𝘁𝗮 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝗶𝗻𝗴 𝗦𝗽𝗲𝗰𝗶𝗮𝗹𝗶𝘀𝘁 with 7+ years building automated, high-scale extraction systems. I help businesses pull, clean, and structure web data so they can track competitors, capture leads, and run operations on data they can trust. 𝗪𝗛𝗔𝗧 𝗜 𝗖𝗔𝗡 𝗛𝗘𝗟𝗣 𝗬𝗢𝗨 𝗪𝗜𝗧𝗛 🔹 𝗔𝗱𝘃𝗮𝗻𝗰𝗲𝗱 𝗪𝗲𝗯 𝗦𝗰𝗿𝗮𝗽𝗶𝗻𝗴 & 𝗗𝗮𝘁𝗮 𝗘𝘅𝘁𝗿𝗮𝗰𝘁𝗶𝗼𝗻 Pull data from complex, JavaScript-heavy sites, directories, marketplaces, and single-page apps. I handle anti-bot systems, Cloudflare, CAPTCHAs, custom login states, infinite scroll, and rotating residential proxies, using Scrapy, Playwright, and Selenium. 🔹 𝗘𝗧𝗟 𝗣𝗶𝗽𝗲𝗹𝗶𝗻𝗲𝘀 & 𝗗𝗮𝘁𝗮 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝗶𝗻𝗴 Turn raw, messy data into structured pipelines. I clean, validate, normalize, and parse difficult formats, including automated large-scale PDF-to-CSV extraction, with Python and Pandas. 🔹 𝗗𝗮𝘁𝗮𝗯𝗮𝘀𝗲 𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻 & 𝗗𝗲𝗹𝗶𝘃𝗲𝗿𝘆 Hand off data structured and deployment-ready. Streaming or scheduled delivery straight into CSV, Excel, Google Sheets, PostgreSQL, MySQL, MongoDB, or a custom REST API. 𝗥𝗘𝗖𝗘𝗡𝗧 𝗣𝗥𝗢𝗝𝗘𝗖𝗧 𝗛𝗜𝗚𝗛𝗟𝗜𝗚𝗛𝗧𝗦 ✓ Built extraction pipelines that convert dense, standardized PDF bundles into clean CSVs for large-scale client delivery. ✓ Developed high-frequency Scrapy and Playwright crawlers that bypass advanced anti-bot protection on heavily restricted domains. ✓ Set up scheduled automation with custom logging and retry logic that cleans and appends live web feeds around the clock. 𝗪𝗛𝗬 𝗖𝗟𝗜𝗘𝗡𝗧𝗦 𝗣𝗔𝗥𝗧𝗡𝗘𝗥 𝗪𝗜𝗧𝗛 𝗠𝗘 ✔ 𝗣𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗥𝗲𝗮𝗱𝘆 𝗖𝗼𝗱𝗲: Clean, modular architecture your team can maintain after the project ends. ✔ 𝗗𝗮𝘁𝗮 𝗜𝗻𝘁𝗲𝗴𝗿𝗶𝘁𝘆 𝗙𝗶𝗿𝘀𝘁: Exception handling and structural validation, so you don't get corrupt data. ✔ 𝗧𝗿𝗮𝗻𝘀𝗽𝗮𝗿𝗲𝗻𝘁 𝗧𝗶𝗺𝗲𝗹𝗶𝗻𝗲𝘀: Realistic delivery dates mapped to the actual technical constraints. ✔ 𝗕𝘂𝘀𝗶𝗻𝗲𝘀𝘀 𝗢𝘂𝘁𝗰𝗼𝗺𝗲𝘀 𝗙𝗼𝗰𝘂𝘀: Software that runs in the background so you can scale. Working on a project involving web scraping, data harvesting, or complex ETL? Message me with your target source and we'll scope it out.

Hey, I’m Nirav, I did my Master’s from Columbia University and worked at UBS (core team) before starting Quantal AI giving me a strong foundation in both enterprise-grade systems and cutting-edge AI innovation. Today, I help startups and enterprises design, build, and scale AI Agents, LLM workflows, and automation systems that reduce costs, improve efficiency, and unlock new capabilities. My Core Skills: AI Agents (n8n, relevance ai, crew ai, make, Zapier, LangGraph, Langchain), LLMs, Generative AI, Chatbots, RAG, NLP with 7 years of Industry Experience. - Generative AI, LLMs, ChatGPT, Prompt Engineering,Machine Learning, NLP, Image Processing, Statistical Reports - Python and R, Data Modelling and Data Mining, Regressive, Predictive - Topic Modelling, Question-Answer Models, Computer Vision More than 7 years of Industry Experience with Python and Data Science: - Machine Learning : Pytorch, Keras, Tensorflow, Gensim, Scikit-learn, OpenAI, Langchain - Experience : 1. Projects: Generative AI, Sentiment Analysis, Semantic Clustering, ChatBots, E-Commerce Product Matching (Image and Text), Graph Data Mining, etc 2. Skills : Sequence Prediction, Text Classification, Text Generation, Summarization, Computer Vision and Image Processing 3. Architectures: LLMs, Transformers, Bidirectional LSTM, Graph Neural Networks, Attention Models, Reinforcement Learning EXPERTISE: AI Automation | AI App Development | AI Data Analytics | AI Model Training | AI Speech-to-Text | AI Text-to-Speech | AI Generated Code | AI Audio Generator | AI Bias Mitigation | AI Content Editing | AI Content Writing | AI Video Generator | AI Content Creation | AI Image Generation | AI Video Generation | AI Model Development | AI Model Integration | AI Writing Generator | AI Product Management | AI Mobile App Development | AI Enhanced Classification | AI Enhanced Medical Imaging

Hi All, I am a Python Developer with over 5 years of experience specializing in end-to-end automation, sophisticated web scraping, and custom software development. I bridge the gap between complex data challenges and efficient, scalable solutions. My expertise lies in navigating highly secured digital environments and transforming raw information into actionable data. 𝐖𝐡𝐲 𝐖𝐨𝐫𝐤 𝐖𝐢𝐭𝐡 𝐌𝐞? I provide one year of complimentary free technical support for every successful deployment. I focus on building resilient tools that don't just work today, but continue to perform long-term. 𝐒𝐤𝐢𝐥𝐥𝐬 Web Automation: Playwright, Selenium, DrissionPage; headless + stealth workflows Web Scraping & Data Extraction: HTML parsing, pagination, concurrency, resilient retries Anti-Bot & CAPTCHA Handling: reCAPTCHA v2/v3 Enterprise, Cloudflare Turnstile, DataDome, Imperva; proxy rotation and fingerprint-aware flows API Development: FastAPI, REST, async endpoints, background jobs, webhooks API Integration: OAuth2, JWT, third-party APIs, rate-limit handling, robust error handling Chatbots: Telegram/Discord/Slack bots, webhook-based bots, automation-trigger bots, AI/LLM integrations when needed Chrome Extensions: Manifest V3, content scripts, background/service worker, automation helpers, DOM tooling Data Processing: Pandas, NumPy; cleaning, deduplication, merging, reporting/export PDF Automation: Table/text extraction, structured parsing, OCR when needed Image Processing: OpenCV, Pillow; preprocessing, detection, OCR pipelines Form Automation: Multi-step submissions, file uploads, validation handling, captcha-aware flows Desktop Apps: PyQt6, Tkinter, internal tools, dashboards, automation GUIs Databases: SQLite, PostgreSQL/MySQL basics; ORM patterns when needed DevOps/Runtime: Linux, VPS deployment, Docker basics, logging/monitoring, cron/worker setups

Senior engineer with 15+ years building scalable platforms and, recently, production-grade LLM and Retrieval-Augmented Generation (RAG) systems. I architect data ingestion pipelines, embedding and retrieval layers, and structured inference workflows on top of reliable backend infrastructure. Strong focus on efficient retrieval design, secure multi-tenant data access, prompt engineering for structured outputs, and cloud-native deployment of AI services. Core Skills - LLM/RAG: LangChain, LlamaIndex, custom orchestration flows Vector Databases: Pinecone, pgvector, Weaviate - Backend: Python (FastAPI, Django), Node.js - Cloud: AWS, GCP, Docker, Kubernetes Strengths: scalable architecture, clean documentation, production reliability GitHub: github.com/brnikita

I don't write scripts — I eliminate bottlenecks. I build one-command systems that replace hours of manual work with automated, reliable workflows. My background is in multi-channel eCommerce operations, data pipelines, and AI-assisted automation. What I do: 📊 Multi-Source Data Merging — Shopify, Amazon, supplier feeds, warehouse inventory, competitor pricing → unified datasets. SKU normalization, deduplication, fuzzy matching. ⚡ ETL Pipelines — CSV/XLSX ingestion → SQLite/PostgreSQL → analytics → Excel export. Revenue, profit, margin calculations. No manual steps. 🤖 AI Workflow Automation — LLM integrations for content generation, decision-making, and smart reporting. Not chatbots — operational AI. 🔧 FastAPI Backends & APIs — Production-ready REST APIs, Streamlit dashboards, automated alerting, repricing engines. Featured work: 🔹 CommerceFlow — Founder-led eCommerce Intelligence Platform. Live on Render. Guest workspaces, profit leakage detection, inventory alerts. 🔹 Retail Intelligence Platform — 5-channel data ingestion (Shopify, Amazon, suppliers, warehouse, competitors), automated repricing, margin analytics, executive Excel exports. 🔹 eCommerce Data Pipeline — Full ETL: ingestion → SQLite → FastAPI → formatted Excel. Revenue/profit/margin analytics. 🔹 BidPilot AI — SaaS automation toolkit with credit-based billing and AI-backed backend. 🔹 Web Scraper API — FastAPI service extracting structured data from any website → clean JSON. Tech: Python • FastAPI • Pandas • SQLite • PostgreSQL • Playwright • Selenium • BeautifulSoup • Streamlit • REST APIs • Apps Script • JavaScript • Git How I work: Clean architecture. Efficiency first — systems built to solve your problem, not drag out hours. Fluent English, 30+ hrs/week. Got a manual bottleneck? Send me a message. I'll analyze your workflow and tell you exactly how to automate it — no obligation.

Your AI agent works in the demo and breaks at 100 real users — retrieval was never tuned, the token bill explodes, the architecture buckles. I build agent and RAG systems that hold up in production. 25+ live now, not in a demo folder. 100% Job Success, Top Rated Plus, $300K+ earned, 1,600+ hours on Upwork. Most of the people I work with are founders, CTOs, or ops leads who either need an enterprise SaaS platform built properly for the first time or have a pilot that has stalled and is quietly eating into the budget. I architect and build every system myself, with 16,000+ hours of delivery behind me across healthcare, fintech, SaaS, and real estate, so you're talking to the person who's actually designing your system, not a project manager passing notes back and forth. Most AI projects break in the same place. The demo works great. Then the first hundred real users show up, and things start coming apart: the architecture buckles under load, the token bill gets out of hand, and it turns out retrieval was never really tuned. I build to get past that point. You get a staging environment in week one, a working demo every week, and a system that holds up under actual traffic and clears whatever compliance bar your industry sets. 📊 A few recent production systems: → AI-powered SaaS for the Spanish market (Spring Boot + React) — full multi-tenant platform delivered end-to-end. → AI messaging platform with real-time voice translation. Zero to paying users in 5 weeks. → Multi-agent AI workforce for enterprise ops: four autonomous agents handling inventory, marketing, and operational decisions. → Agentic RAG processing 500+ documents daily for a financial services firm, cutting user discovery time by 93%. → Voice AI for a daycare network. Saved them $24K a year. Built and deployed in 3 weeks. → HIPAA-aware AI triage in a regulated healthcare environment, currently saving the client $300K+ annually. Also in production: RAG assistants for telehealth, LLM-based call analysis across 40+ parameters, AI agents for real estate sales teams, AI knowledge bases for clinicians, document processing for investment analysts, and real-time voice AI avatars for medical education. ⭐⭐⭐⭐⭐ "He did not simply 'deliver a project'—he architected an entire AI-powered SaaS ecosystem from concept to deployment. What sets him apart is his ability to think like both a CTO and a product strategist." — Michael McGehee, Founder & CEO at FreeTrials ⭐⭐⭐⭐⭐ "His ability to bridge strategy and innovation makes him a strong asset for any deep AI/ML-related position." — Louis A. E., CTO at GO, Founder at Web2 Web3 🔧 What I build → AI Agent Development and Multi-Agent Systems with LangChain, LangGraph, CrewAI, and MCP. Workflows with human-in-the-loop approvals, autonomous task execution, and tool orchestration. → RAG Pipelines and AI Knowledge Bases on LlamaIndex, Pinecone, Weaviate, pgvector, and Qdrant. Citation tracking, hybrid search, and the unglamorous retrieval tuning that's usually the difference between a demo and something you can actually ship. → AI Chatbots and Conversational AI on OpenAI, Claude, DeepSeek, Mistral, Llama, and open-source stacks. Conversation memory, escalation rules, and CRM or helpdesk integration. → AI SaaS and MVP Development end-to-end, on React, Next.js, TypeScript, Python, FastAPI, PostgreSQL, and AWS or GCP. → AI Voice Agents on Vapi, Retell AI, Twilio, and ElevenLabs. Real-time processing, appointment booking, CRM sync. → AI Integration and Workflow Orchestration with n8n, Make, and custom Python pipelines connecting LLMs to HubSpot, Salesforce, Zendesk, Google Workspace, and whatever else your team already lives in. →Machine Learning & Predictive Systems — NLP, computer vision, forecasting, and anomaly detection on PyTorch and TensorFlow. ⚙️ How I work Architecture, build, deploy, monitor. I lead the work end-to-end. MVPs go live in 2–3 weeks. Larger enterprise builds are structured around milestones, with weekly demos and a working staging environment from day one. Every deployment ships with CI/CD, monitoring, documentation, encrypted data handling, and 30 days of post-launch support. There's no PM filtering things. 🔒 More than engineering when you need it When a build needs it, I bring in vetted specialists: cloud and DevOps (AWS, Azure, GCP, Docker, Kubernetes, CI/CD), security and compliance (vCISO, SOC 2, ISO 27001, HIPAA, PCI DSS), and dedicated QA automation. You scope, build, secure, and test inside one engagement. 🎓 Credentials PhD in Generative AI and Reinforcement Learning (NUST). MEng in Machine Learning and Deep Learning. AWS Certified AI Practitioner. Upwork Python Skill Certified. 📩 Next step Send me a brief: what you're building, the problem it solves, and your timeline. Within 24 hours, you'll get a technical architecture outline and a straight read on scope. If you'd rather talk first, book a paid Architecture Review, and you'll walk out of the call with a written roadmap.

⭐I have successfully delivered projects for leading global organizations and enterprises, including Ciena, Merck, Red Cross, ADT, SaskTel, Queensland Government, Toshiba, and McDonald's. ⭐ I specialize in challenges Innvoaite Solutions for Digital Human Interaction. High-Level System Architecture intelligent, scalable AI applications — from real-time LLM/NLP ingestion pipelines and low-latency streaming systems to retrieval-augmented generation (RAG), embeddings, and multimodal AI. My core stack includes Python, FastAPI, WebSockets, and distributed microservices for ultra-responsive AI agents, and I’ve recently expanded into Solana blockchain dApps, delivering production-ready token programs, LP integration, and on-chain transaction flows with enterprise-grade reliability. 🔹 Core AI & NLP Skills: • LLM integration: OpenAI, Claude, HuggingFace Transformers, Twilio, ElevenLabs Apis • Retrieval-Augmented Generation (RAG) with pgvector, Pinecone, and semantic chunking • Whisper transcription with speaker diarization and sentiment analysis • FastAPI backend services with real-time capabilities (SSE, WebSockets) * SQL Database: Postgres (Supabase) 🔹 Solana Development: • Built full-stack Solana NFT Mint + Purchase App with Phantom Wallet, SPL token transfer, and secure transaction feedback • Minting & Token Programs using @solana/web3.js, @solana/spl-token, and Raydium LP pairing • Integrated Phantom Wallet for Devnet/Mainnet, including environment-based .env support • Experience with Solana Devnet workflows, sugar CLI, token locking, and liquidity pairing 🔹 Full-Stack Development: • Frontend: React.js, Angular – responsive, production-grade UIs • Backend: Python (FastAPI, Flask, Django) • Database: PostgreSQL, Redis – optimized schema and queries • DevOps: Docker, CI/CD, AWS (EC2, S3, ECS), GCP * Lambda / Python: IVR, NLP, Data Layer, Infrastructure, Security & config, Observability, CI/CD 🔹 Commitment to Excellence: I deliver production-ready, secure, and scalable solutions tailored to client needs. I offer post-launch support and continuous improvements to ensure long-term success. Let’s connect to discuss how I can contribute to your project. Thank you, ~ Saif