I help businesses eliminate repetitive tasks, connect disconnected systems, and scale operations through AI-powered automation and machine learning. If your team is drowning in data entry, switching between tools, or answering the same questions on repeat, I build the systems that fix it. 𝐖𝐡𝐨 𝐈 𝐀𝐦 I am an AI/ML Engineer and Automation Specialist with deep expertise in machine learning, large language models (LLMs), AI agents, workflow automation, and Python development. I don't just write code, I understand business operations, ask the right questions, and deliver production-ready systems that solve real problems. My background spans custom AI/ML solutions, conversational AI, predictive models, backend development, and end-to-end automation pipelines. I have successfully delivered AI-powered platforms for service businesses, agencies, clinics, manufacturing operations, and e-commerce companies. 𝐖𝐡𝐚𝐭 𝐈 𝐃𝐨 𝟏. 𝐀𝐈/𝐌𝐋 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠 – Predictive analytics, classification, recommendation systems, anomaly detection, custom ML pipelines, and fine-tuning LLMs (Llama, Mistral, OpenAI) on proprietary data. 𝟐. 𝐋𝐋𝐌 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧 & 𝐀𝐈 𝐀𝐠𝐞𝐧𝐭𝐬 – LLM-powered applications, autonomous AI agents, RAG (retrieval-augmented generation), function calling, and tool use with OpenAI GPT-4o, Claude, Gemini, and Llama. 𝟐. 𝐋𝐋𝐌 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧 & 𝐀𝐈 𝐀𝐠𝐞𝐧𝐭𝐬 – Inbound/outbound voice agents (VAPI, Retell AI, Twilio), AI chatbots for websites, WhatsApp, Slack, and SMS, plus omnichannel AI assistants with unified context. 𝟒. 𝐖𝐨𝐫𝐤𝐟𝐥𝐨𝐰 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 – n8n, Make, and Python-based automations connecting CRMs, databases, email, Slack, and hundreds of other tools. AI-powered workflows using LLMs for classification, extraction, and content generation. 𝟓. 𝐏𝐲𝐭𝐡𝐨𝐧 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭 & 𝐁𝐚𝐜𝐤𝐞𝐧𝐝 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 – RESTful APIs, data pipelines (ETL), web scraping, custom automation scripts, and backends for AI applications using FastAPI, Django, or Flask. 𝐑𝐞𝐚𝐥 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 𝐈 𝐇𝐚𝐯𝐞 𝐁𝐮𝐢𝐥𝐭 𝐒𝐨 𝐒𝐩𝐞𝐜𝐢𝐚𝐥 𝐌𝐨𝐛𝐢𝐥𝐞 𝐌𝐞𝐜𝐡𝐚𝐧𝐢𝐜 – AI-infused mobile application and operational platform including dispatch, customer tracking, automated notifications, and backend dashboards. 𝐀𝐥 𝐀𝐫𝐚𝐛𝐢 𝐂𝐨𝐦𝐩𝐚𝐧𝐲 – Dispatch system for operations and maintenance management with real-time job assignment, status tracking, and reporting. 𝐌𝐲𝐬𝐭𝐢𝐜𝐚𝐥 𝐀𝐠𝐞𝐧𝐜𝐲 & 𝐈𝐧𝐭𝐞𝐫𝐨 𝐃𝐢𝐠𝐢𝐭𝐚𝐥 – AI automation and proposal generation systems that reduced proposal creation time from two days to under two hours. 𝐂𝐥𝐢𝐧𝐢𝐜 𝐖𝐡𝐚𝐭𝐬𝐀𝐩𝐩 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 – AI chatbot for appointment booking, prescription reminders, FAQs, and patient follow-ups, fully integrated with their scheduling system. 𝐄-𝐜𝐨𝐦𝐦𝐞𝐫𝐜𝐞 𝐑𝐞𝐜𝐨𝐦𝐦𝐞𝐧𝐝𝐚𝐭𝐢𝐨𝐧 𝐄𝐧𝐠𝐢𝐧𝐞 – Custom ML model for product recommendations based on browsing and purchase history. Each of these systems typically includes AI/ML models, AI agents, automation pipelines, mobile apps, dashboards, and backend integrations. 𝐌𝐲 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐲 𝐒𝐭𝐚𝐜𝐤 - Languages: Python (primary), JavaScript/Node.js, SQL - ML & AI Frameworks: TensorFlow, PyTorch, scikit-learn, Hugging Face, LangChain, LlamaIndex - LLMs: OpenAI GPT-4o, Claude, Gemini, Llama, Mistral - Workflow Automation: n8n, Make, Zapier - Voice AI: VAPI, Retell AI, Twilio - Vector Databases: Pinecone, Weaviate, Chroma, FAISS - Data & ETL: Pandas, NumPy, SQLAlchemy, Airflow - Backend: FastAPI, Django, Flask, Node.js - Databases: PostgreSQL, MySQL, MongoDB, Redis - Cloud: AWS (SageMaker, Lambda, EC2), GCP (Vertex AI), Azure, Docker 𝐇𝐨𝐰 𝐈 𝐖𝐨𝐫𝐤 I approach every project with a structured, collaborative process: 1- Discovery – I provide a clear checklist of inputs, decisions, and data needed from you. 2- Design & Build – I configure, develop, and test the system. For ML projects, I start with rapid prototyping. 3- Review & Revise – You test. I revise. We iterate until it's right. 4- Launch – I help you execute a clean cutover with minimal disruption. 5- Documentation – You receive clear documentation on what was built and how to maintain it. 𝐈𝐝𝐞𝐚𝐥 𝐂𝐥𝐢𝐞𝐧𝐭𝐬 - You are a great fit if you: - Are a business owner, operations manager, product manager, or technical founder - Have outgrown manual processes or disconnected tools - Need AI/ML models for predictions, classification, recommendations, or anomaly detection - Want AI voice agents, LLM-powered chatbots, or autonomous AI agents - Need workflow automation across CRMs, databases, and messaging platforms - Require custom software, backend systems, or mobile applications - Want clear communication and on-time delivery 𝐋𝐞𝐭'𝐬 𝐓𝐚𝐥𝐤 If you are ready to bring AI/ML-powered automation into your operations, send me a message or invite me to your project. I will reply within 24 hours with thoughtful questions and a clear path forward.

Hi, welcome to my profile! I’m a seasoned Full-Stack Python Developer and Data Engineer with 8+ years of hands-on experience in building scalable backend systems, modern web apps, and AI-powered solutions. I specialize in Prompt engineering, intelligent automation, LLM integration (OpenAI, LLama, Claude), and advanced web scraping using Playwright, Scrapy, and Selenium. My recent focus includes Retrieval-Augmented Generation (RAG), Vector DBs, and agentic workflows for production-ready AI systems. 𝗧𝗲𝗰𝗵𝗻𝗼𝗹𝗼𝗴𝗶𝗲𝘀 & 𝗦𝗲𝗿𝘃𝗶𝗰𝗲𝘀: 💠 Python | TypeScript 💠 FastAPI | Django | Flask | DRF 💠 React.js | Next.js | Svelte 💠 Node.js 💠 Generative AI (GPT-5, ChatGPT, OpenAI), Large Language Models (LLM), RAG (Retrieval-Augmented Generation), OpenClaw, Claude, Mistral, Whisper, Gemini, Zapier 💠 Chatbots & voicebots 💠 Vapi, Retell, Twilio, ElevenLabs 💠 Web scraping using Playwright, Scrapy, and Selenium 💠 Vector DBs: Pinecone | Weaviate | FAISS | ChromaDB 💠 PostgreSQL | MongoDB | Redis | Neo4j | Supabase 💠 AWS | GCP | Azure | Docker | Kubernetes | Cloud Run 💠 DevOps | GitHub Actions | CI/CD | Terraform 💠 Agents | AutoGen | CrewAI | OpenAgents 💠 RAG 💠 Web Scraping | Playwright | Scrapy | Puppeteer 💠 REST | GraphQL | gRPC | WebSockets 💠 Microservices | Async Architecture | Event-Driven Systems 💠 Testing: PyTest | Playwright | Cypress | Unit & E2E 💠 Data Pipelines | Apache Airflow | Pandas | Dask 💠 Security: OAuth2 | JWT | RBAC | OWASP Practices 💠 Agile/Scrum | Jira | Linear 💥 If you think we might work well together, feel free to contact me.💥

Looking to streamline your business processes and save time? I help startups and growing businesses automate their workflows using **n8n, Zapier, ChatGPT, OpenClaw, Claude, and Python**, turning repetitive manual work into efficient, AI-powered systems. Hi, I am Deepak — an **AI Automation Expert** specializing in building intelligent automations that connect your apps, automate operations, and help your business run more efficiently. I design and implement **end-to-end automation workflows** that integrate CRMs, SaaS platforms, APIs, and AI models to eliminate manual tasks and create scalable systems. From **lead management automation and AI assistants to complex multi-step workflow orchestration**, I focus on building reliable automation solutions that save hours of work every week. Core Expertise =========== ⚡ **Workflow Automation:** n8n, Zapier, Make,com ⚡ **AI Automation:** ChatGPT, Claude, OpenAI API, AI Agents, LangChain ⚡ Data Automation & Analytics: Python scripts, automated reporting, Power BI dashboards, data processing pipelines ⚡ **Backend Integrations:** Python, FastAPI, Django, REST APIs, Webhooks ⚡ **Automation Use Cases:** Lead pipelines, CRM automation, AI assistants, data synchronization ⚡ **Data Automation:** Python scripts, automated reporting, data processing pipelines ⚡ **AI Applications:** RAG systems, vector databases (FAISS, Pinecone), prompt engineering ⚡ **Custom Tools:** Streamlit dashboards, internal automation tools ⚡ **Integrations:** Slack, Notion, Airtable, HubSpot, Google Workspace, Stripe, and more ⚡ **Cloud & DevOps:** AWS, Docker, GitHub Actions, CI/CD How I Can Help ============ ✔ Build **advanced n8n / Zapier / Make automation workflows** ✔ Develop **AI-powered automation systems** ✔ Connect **multiple tools and APIs into seamless workflows** ✔ Automate **lead generation, CRM updates, and notifications** ✔ Build **custom Python automation scripts and internal tools** ✔ Create Power BI dashboards for business reporting and insights ✔ Create **Streamlit dashboards for automation monitoring or analytics** My goal is simple: **build automation systems that reduce manual work, increase productivity, and scale with your business.** If you’re looking to **automate workflows, integrate your tools, or build AI-powered systems**, let’s connect and bring your automation ideas to life.

Most AI projects fail not because of bad technology, but because no one shipped them to production. I build 𝐀𝐠𝐞𝐧𝐭𝐢𝐜 𝐀𝐈 𝐒𝐲𝐬𝐭𝐞𝐦𝐬, 𝐑𝐀𝐆 𝐏𝐢𝐩𝐞𝐥𝐢𝐧𝐞𝐬 & 𝐕𝐨𝐢𝐜𝐞 𝐀𝐠𝐞𝐧𝐭𝐬 that handle real users and real data, not demos. Trusted by L'Oréal Middle East, Oman Housing Bank, United Industries Limited & enterprise clients across US & Middle East. 𝟑𝟐 𝐜𝐥𝐢𝐞𝐧𝐭𝐬 | 𝟏,𝟓𝟗𝟏 𝐡𝐨𝐮𝐫𝐬 | 𝟏𝟎𝟎% 𝐉𝐒𝐒 | 𝐓𝐨𝐩 𝐑𝐚𝐭𝐞𝐝 𝐏𝐥𝐮𝐬 🏆 𝐖𝐡𝐚𝐭 𝐈 𝐁𝐮𝐢𝐥𝐝 👨🏻‍💻 🤖 𝐀𝐠𝐞𝐧𝐭𝐢𝐜 𝐀𝐈 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 & 𝐋𝐚𝐧𝐠𝐆𝐫𝐚𝐩𝐡 Multi-agent systems built with LangGraph and LangChain, autonomous workflows where AI agents collaborate, make decisions, and execute tasks end-to-end. From financial AI platforms for hedge funds to healthcare automation pipelines, every system ships to production with real data, not just demos. 🎙️ 𝐕𝐨𝐢𝐜𝐞 𝐀𝐈 𝐀𝐠𝐞𝐧𝐭 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭 Production voice agents that handle real inbound & outbound calls, built on Convoi.AI, Twilio, Whisper & ElevenLabs. Deployed for healthcare, hospitality, home services & GCC enterprise clients. Handles multilingual conversations, live CRM integration & seamless human handoff, zero latency, zero hallucination. 🔍 𝐑𝐀𝐆 𝐏𝐢𝐩𝐞𝐥𝐢𝐧𝐞𝐬 & 𝐋𝐋𝐌 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠 Retrieval-Augmented Generation systems that answer questions from live business data, not hallucinations. Built with hybrid search (BM25 + dense retrieval), pgvector, Pinecone & custom reranking pipelines. Production deployments across legal, financial & healthcare verticals. ⚙️ 𝐀𝐈 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 & 𝐖𝐨𝐫𝐤𝐟𝐥𝐨𝐰𝐬 End-to-end automation pipelines connecting AI models to real business systems, CRMs, ERPs, databases & third-party APIs. Built on Apache Airflow, n8n, Make & LangGraph. Replaces manual processes with intelligent, self-monitoring workflows that scale. 🧠 𝐆𝐫𝐚𝐩𝐡 𝐍𝐞𝐮𝐫𝐚𝐥 𝐍𝐞𝐭𝐰𝐨𝐫𝐤𝐬 & 𝐀𝐝𝐯𝐚𝐧𝐜𝐞𝐝 𝐌𝐋 Anomaly detection, threat intelligence & predictive modeling using Graph Neural Networks, deployed for a US cybersecurity firm handling advanced threat detection at scale. Research foundation from neurodegenerative disease datasets at DZNE Magdeburg, Germany. 🏗️ 𝐀𝐈 𝐀𝐫𝐜𝐡𝐢𝐭𝐞𝐜𝐭𝐮𝐫𝐞 & 𝐂𝐨𝐧𝐬𝐮𝐥𝐭𝐢𝐧𝐠 End-to-end AI system design for startups & enterprises, from selecting the right stack to production deployment strategy. MSc in Data Science (Otto-von-Guericke University, Germany) & 7+ years building production AI systems across finance, healthcare, retail & cybersecurity. 🌐 𝐓𝐨𝐨𝐥𝐬 & 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐲 🌐 👾𝐀𝐈 𝐅𝐫𝐚𝐦𝐞𝐰𝐨𝐫𝐤𝐬: LangGraph, LangChain, OpenAI, Claude, Gemini, Groq, Whisper, ElevenLabs, Twilio, Ollama, OpenClaw ֎ 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐀𝐈: Stable Diffusion, ControlNet, LoRA/DreamBooth Fine-tuning, ComfyUI, DALL-E ☁️ 𝐂𝐥𝐨𝐮𝐝: AWS SageMaker, GCP Vertex AI, Azure, BigQuery, Snowflake, Databricks, S3, Redis 🗄️ 𝐃𝐚𝐭𝐚𝐛𝐚𝐬𝐞𝐬: PostgreSQL, pgvector, Pinecone, MongoDB, MySQL 🔂 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧: Apache Airflow, n8n, Make, Zapier, GoHighLevel, Bitrix24, FastAPI, Docker 📊 𝐀𝐧𝐚𝐥𝐲𝐭𝐢𝐜𝐬: Power BI, Looker, Tableau, dbt, Dataform, PySpark, Talen, Keboola 👁️ 𝐂𝐨𝐦𝐩𝐮𝐭𝐞𝐫 𝐕𝐢𝐬𝐢𝐨𝐧: OpenCV, PyTorch, TensorFlow, YOLO Looking to reduce manual workload, cut operational costs & scale with production-ready AI, not just prototypes? 𝐋𝐞𝐭'𝐬 𝐓𝐚𝐥𝐤 🗪 Describe your use case & I'll outline a production-ready approach within 24 hours. Message me or send an invite to get started. Keywords Automation, n8n, Python, Artificial Intelligence, Machine Learning, Deep Learning, open ai, Next.js AI App Development, AI Agent Development, API Integration, JavaScript, React, SaaS, Node.js, LLM Prompt Engineering, API, Microsoft Azure, anthropic, OAuth

I am Naresh, co-founder of Amenity Technologies, a company that specializes in assisting companies with AI/ML and Data Science & Analytics. I provide end-to-end AI consultancy. I'm a senior computer vision and machine learning engineer with vast experience in full-stack development, AR/VR, and robotics. with more than 8.5+ years of expertise working with businesses to produce creative initiatives that will bring value to their projects based on innovation. The following is a list of the technologies I employ daily when I code: ✅ N8N automation for restaurants calling bot, voice calling bot for Real Estate clients, sales team training voice bot. ✅ AI Agents: Implemented Agentic workflow with LLMs, SLMs, RAGs, Agentic RAG, LangFuse. ✅ LLMs: AI based Marketing Journey Crerator, Document Parsing, FAQ bot, RAG systems with Open AI and without Open AI also on our own could. Have used LLMs like DeepSeek, LAMA, Minstrel, Hugging Face etc. ✅ Fullstack: Python, C++, Django, Flask, JS, React, NodeJS, Typescript, Docker, Kubernetes ✅ ML/DL: Mediapipe, Pytorch/Keras, Transformers, RasaNLP, SparkML, SparkNLP, LGBM, and many others ✅ Computer Vision: OpenCV, Open3D, PCL, VisualSLAM, OpenMVG, FFMPEG, and more ✅ Cloud solutions: Cloud Compute, Vertex AI, Cloud SQL, Cloud Functions, AWS ✅ We have created Algo trading bot for Indian stock market. The cases I work with: ✅ Machine Learning & AI: - Algorithms like KNN, K-MEAN, DBSCAN, MEAN SHIFT - Data cleaning, filling in missing values & selecting the best features - Prediction models which use logistic & linear regression, Decision Tree, Random Forest, Naive Bayes, SVM - Graphical analysis via matplotlib ✅ Deep Learning & AI: - Image Classification via CNN, GoogLeNet, VGGNet, ResNet - Object Detection via F-RCNN, YOLO, SSD, R-FCN - Object tracking via SAE and CNN, FCNT, MDNET - Semantic Segmentation via DeepLab, RefineNet - Instance Segmentation via Mask RCNN - 3D Object Segmentation and Detection - 3D Reconstruction ✅ Data Science & Analytics: -Data wrangling -Data Wrangling via Pandas, NumPy, Scikit-learn -Data Visualization via Matplotlib, Seaborn, Plotly -Statistical Analysis via SciPy, Statsmodels, PyMC3 -Machine learning -Machine Learning via Scikit-learn, TensorFlow, PyTorch -Natural language processing -Natural Language Processing via NLTK, SpaCy, Gensim -Recommender system -Recommender Systems via Surprise, LightFM, Implicit -Big data -Big Data via Spark, Hadoop, Dask ✅ NLP & AI: - Sentiment Analysis - Sentence segmentation - Named Entity Recognition - Auto punctuation - Converting unstructured data into structured data - POS tagging ✅ IoT & Cloud: - Lambda in AWS, Alexa Skill Development - Raspberry Pi, Nvidia Jetson Nano, Arduino, Banana Pi, Intel Movidius - Android app for IoT and cloud - Custom Google Assistant and Alexa - Smart Home Shoot me a message if you got an idea, I am here to bring it to life!

⚡ I focus on what works, not what sounds good. 𝟴 𝘆𝗲𝗮𝗿𝘀 𝗶𝗻. Top-Rated Plus on Upwork. Inc. 5000 clients on the roster. Live in production right now: an AI contact center across 𝟭𝟱+ 𝗦𝗮𝘂𝗱𝗶 𝗴𝗼𝘃𝗲𝗿𝗻𝗺𝗲𝗻𝘁 𝗺𝗶𝗻𝗶𝘀𝘁𝗿𝗶𝗲𝘀, a language platform with 𝟱𝟬,𝟬𝟬𝟬+ 𝘂𝘀𝗲𝗿𝘀 across 𝟯𝟭 𝗹𝗮𝗻𝗴𝘂𝗮𝗴𝗲𝘀, HIPAA-grade clinical intake for US healthcare, and AI commerce tools for Inc. 5000 brands. Government. Healthcare. EdTech. Enterprise. Built across all of them. 🚀 𝗠𝗮𝗷𝗼𝗿 𝗟𝗶𝘃𝗲 & 𝗗𝗲𝗽𝗹𝗼𝘆𝗲𝗱 𝗣𝗿𝗼𝗷𝗲𝗰𝘁𝘀: • GCC Government Contact Center — Production RAG system serving 15+ Saudi government ministries. 7,500+ documents on Weaviate, hybrid retrieval, <5% hallucination, >85% answer correctness. (Under NDA live walkthrough on call.) • YourTeacher.ai — Scaled from $0 to 𝟱𝟬,𝟬𝟬𝟬+ 𝗮𝗰𝘁𝗶𝘃𝗲 𝘂𝘀𝗲𝗿𝘀 across 𝟯𝟭 𝗹𝗮𝗻𝗴𝘂𝗮𝗴𝗲𝘀. AI tutors with voice cloning, real-time pronunciation feedback, Whisper + ElevenLabs. • SettleWing (US Personal Injury Law) — Legal AI that turns 𝟮–𝟯 𝗵𝗼𝘂𝗿 demand-letter prep into minutes. HIPAA-compliant, with Medicare fee calculations and state-specific citations. • SmartHistory.ai (Dr. Brigham) — HIPAA-grade clinical AI intake platform. Voice-enabled patient interviews with structured medical summaries for providers. • Senthora AI — AI mobile app with OAuth, subscriptions, and a personalized dashboard. 𝟳𝟬–𝟵𝟬% cost reduction vs traditional 1:1 alternatives. • PostureGuard (iOS) — AirPods-powered posture detection for kids with app-blocking and Apple Family Controls. Native Swift/iOS build. • IFPG (1,000+ Franchise Network)— Custom RAG + advanced prompt engineering. Lifted financial response accuracy from 𝟰𝟬% → 𝟵𝟱%, increased qualified leads by 𝟯𝟱%, reduced support time by 𝟰𝟬%. • CarGentur (Germany) — AI sales chatbot → full CRM rebuild. 𝟰𝟬% higher engagement, 𝟮𝟬% conversion lift. Now powering inventory, lead scoring, and unified comms (Email/WhatsApp/3CX). • Dynasty Pulse — Real-time AI summarization pipeline (Claude Opus + RSS automation). Reduced content latency by 𝟵𝟴%. • Diesel Repair Chat (Diesel Laptops) — Replaced static dropdowns with chat NLP. Cut diagnostic search time by 𝟴𝟱% for mechanics. • Pokémon TCG Intelligence — Processes 𝟮𝟲𝟬,𝟬𝟬𝟬+ 𝗽𝗿𝗶𝗰𝗲 𝗽𝗼𝗶𝗻𝘁𝘀 𝗱𝗮𝗶𝗹𝘆 with LLM-powered grading ROI. Users found 𝟯𝘅 𝗺𝗼𝗿𝗲 profitable opportunities. • TitoAI (Telecom) — WhatsApp-native LangGraph agent for airtime, data bundles, and crowdfunding across all major Nigerian networks. 📈 𝗛𝗶𝗴𝗵-𝗦𝘁𝗮𝗸𝗲𝘀 𝗣𝗿𝗼𝗯𝗹𝗲𝗺𝘀 𝗜'𝘃𝗲 𝗦𝗼𝗹𝘃𝗲𝗱: • Government-grade Contact Centers: Hallucinations <5%, accuracy 85%+ • Enterprise WMS: Text-to-SQL across 130+ DB tables for non-technical staff • EdTech Scaling: $0 → 50,000+ users, 31 languages • Healthcare (HIPAA): Clinical AI intake + neural monitoring tools • E-commerce: 45% faster time-to-market, instant image search at million-product scale 💼 𝗪𝗵𝘆 𝗖𝗹𝗶𝗲𝗻𝘁𝘀 𝗦𝘁𝗮𝘆. 𝗪𝗵𝘆 𝗣𝗿𝗼𝗷𝗲𝗰𝘁𝘀 𝗦𝘂𝗰𝗰𝗲𝗲𝗱. • 𝗙𝗮𝘀𝘁 𝘁𝗼 𝗣𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻: Roadmap to launch in 8–10 weeks. Not months. • 𝗛𝗮𝗹𝗹𝘂𝗰𝗶𝗻𝗮𝘁𝗶𝗼𝗻𝘀 𝗨𝗻𝗱𝗲𝗿 𝟱%: AI your users can actually trust. • 𝗭𝗲𝗿𝗼 𝗚𝘂𝗲𝘀𝘀𝘄𝗼𝗿𝗸: Weekly Loom updates + live demos. Every 7 days. • 𝟰𝟬% 𝗟𝗼𝘄𝗲𝗿 𝗔𝗜 𝗖𝗼𝘀𝘁𝘀: Smart token optimization. Lean spend. No quality tradeoff. • 𝟵𝟬 𝗗𝗮𝘆𝘀 𝗣𝗼𝘀𝘁-𝗟𝗮𝘂𝗻𝗰𝗵: I stay until the system scales with your growth. ⚙️ 𝗙𝗿𝗼𝗻𝘁𝗶𝗲𝗿 𝗧𝗲𝗰𝗵. 𝗡𝗼𝘁 𝗬𝗲𝘀𝘁𝗲𝗿𝗱𝗮𝘆'𝘀 𝗦𝘁𝗮𝗰𝗸. 𝗟𝗟𝗠𝘀 & 𝗔𝗴𝗲𝗻𝘁𝗶𝗰 𝗔𝗜: GPT-5.2, Claude Opus 4.7, Gemini 3.1 Pro, Llama 4, LangGraph, RAG Pipelines 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸𝘀: LangChain, CrewAI, OpenAI Agents SDK, Qdrant, Pinecone, Weaviate 𝗩𝗼𝗶𝗰𝗲 & 𝗩𝗶𝘀𝗶𝗼𝗻: VAPI, ElevenLabs, LiveKit, Whisper v3, GPT-Vision, Stable Diffusion XL, ControlNet, YOLO 𝗜𝗻𝗳𝗿𝗮: AWS, GCP, Supabase, PostgreSQL, MongoDB, Redis, Docker, FastAPI, Python ✅BEST FOR YOU IF • You have a real project and want it done properly, not rushed. • You have a realistic budget for quality work and clean delivery. • You want someone who plans first and builds with logic, not guesswork. • You need something that works in production, not just a demo. • You value weekly updates and clear communication. ❌ NOT FOR YOU IF • You are mainly choosing based on the cheapest rate. • You expect a full build in a week or any tight, unrealistic deadline. • You want to start without a clear scope, access, or requirements. • You prefer minimal discussion and no recommendations. • You care more about speed than stability and long-term results. --- 🚀 READY TO BUILD? Drop me a message with a quick project overview. If it's a fit, I'll tell you exactly how I'd execute it. If not, I'll honestly point you to someone who can.

With 7+ years of experience, I help businesses automate manual processes with scalable systems that save time, reduce costly errors, and free up teams to focus on high-impact work. I don't charge for work you're not happy with. If it doesn't do what we agreed, I'll fix it first. My automation workflows running in production- • Cold Email Outreach Pipeline (n8n + Apollo API + GPT-4o + Instantly.ai) End-to-end automated from lead pull to campaign send | Zero leads lost at page boundaries • LinkedIn AI Content Pipeline (n8n + OpenAI + Claude) Automated weekly content generation for 2 executive profiles — separate voice, pillar rotation, revision handling, scheduled posting 10 hrs/week saved | 3× posting consistency • Manychat+ GHL Automation for lead nurture automation Designed and built a full ManyChat → GHL lead system for Meta ads lead capture,AI lead scoring, automatic segmentation, and multi-channel nurture across WhatsApp, SMS, and email. • Resume Screening Automation (n8n + Claude API) Automated resume intake, AI-powered evaluation against role criteria, candidate routing to shortlist/reject/review — with structured scoring and reasoning logged per applicant Manual review time cut significantly | Consistent scoring across all applicants • Email Classifier & Router (n8n + OpenAI) Incoming emails classified by intent, urgency, and category — automatically routed to the right team or triggered the right follow-up action Inbox-to-action without human triage • Blockchain Data Validation System (Python + SQL + Token Terminal API) Real-time cross-check of internal blockchain metrics (TVL, staking volumes, token holders) against external API on every ingestion cycle — flags exact metric, protocol, and source table on deviation Detection time from hours to minutes | Clients stopped finding issues before the team did IF YOU'RE LOOKING TO: - Save hours of manual work every week - Stop moving data between tools - Turn repetitive processes into reliable systems - Build automation that scales with your business Let’s build it.

I’m Sumit, an expert in web application development, cloud application development, and business intelligence dashboards. I help businesses turn complex challenges into innovative, data-driven solutions. With over 15 years of experience and more than 400+ successful projects completed, I’ve worked with startups and Fortune 500 companies alike to deliver measurable results. My services include data visualization services (actiknow.com/business-intelligence), crafting custom web applications, and developing seamless, high-performing cross-platform applications. Whether you need a tailored CRM, ERP system, or intuitive dashboards, I deliver solutions that align with your unique business needs. As the founder of Actiknow (actiknow.com), I lead a team dedicated to empowering clients with cutting-edge technology and actionable insights. Our focus is on creating scalable, efficient, and secure systems that drive smarter decisions and unlock growth opportunities. We come with top-notch educational qualifications from IITs/ IIMs. Our core team has prior work experience at leading enterprises like Citibank, American Express, Infosys, Cognizant, Ladbrokes and Goodyear among others. We have domain expertise in various verticals such as Financial Services, Telecom, Pharmaceuticals & Health care industries, Logistics, Retail, Energy, and Real Estate. We have a distributed global team that can work on your schedule. If you’re looking for a partner to bring your business ideas to life with custom application development (actiknow.com/custom-solutions), let’s collaborate. Together, we can create technology solutions that elevate your business and deliver lasting impact. Web & App Development Technologies Frontend: React.js, Angular, Vue.js, HTML5, CSS3, Tailwind Backend: Node.js (Express), Python (Django/Flask), PHP (Laravel) Databases: PostgreSQL, MySQL, MongoDB Authentication: OAuth2, JWT, SAML, LDAP Hosting & Cloud: AWS (EC2, RDS, S3, Lambda), Azure, Google Cloud Visualization Libraries: Chart.js, D3.js, Recharts, Highcharts Other: WebSockets (real-time updates), REST & GraphQL APIs, Docker, Kubernetes 📊 Analytics & Reporting Tools BI Platforms: Tableau, Power BI, Looker Studio ETL & Data Pipelines: Talend, Apache Airflow, dbt, n8n Data Warehousing: Google BigQuery, Snowflake, AWS Redshift Visualization & Analysis: Excel (advanced models), Python (Pandas, Matplotlib, Plotly), R Monitoring & Logging: Grafana, Kibana, AWS CloudWatch Survey/Forms Integrations: Typeform, Qualtrics, Google Forms APIs

Transform Your Ideas into AI-Powered Applications for a Scalable Solution with Precision, Automation & Advanced Engineering Looking for AI Engineering, cross-platform app, or Web Scraping solutions? ➤ Looking to power AI models, dashboards, analytics, or automation systems? ➤ Want high-performance React Native mobile apps connected to scalable APIs? ➤ Need intelligent Python applications, backend systems, or AI-driven workflows? ➤ Want to extract data from complex, JavaScript-heavy, or protected websites? ➤ Need to convert large websites, platforms, or APIs into clean, structured data? I am an AI Engineer and React Native Developer with extensive experience in web scraping and automation, having over 5 years of hands-on experience delivering high-performance, scalable, and production-ready solutions. I help businesses design, build, and scale systems that combine data extraction, AI intelligence, backend engineering, and cross-platform applications. I specialize in Python-based development, AI integration, React Native mobile development, and advanced web scraping & automation, enabling me to deliver end-to-end solutions from raw data collection and AI logic to APIs, dashboards, and mobile apps. I have successfully scraped, processed, and automated data from 50+ complex websites, including highly dynamic, JavaScript-heavy platforms with anti-bot protections. My experience spans E-commerce, Real Estate, Sports, Social Media, FinTech, Healthcare, and EdTech. I excel in real-time data pipelines, AI-powered insights, structured data generation, data cleaning & validation, API development, and building scalable applications that transform raw data and ideas into actionable business intelligence and real-world products. 𝗠𝘆 𝗦𝗲𝗿𝘃𝗶𝗰𝗲𝘀: ➤ AI Engineering & Intelligent Systems Design and integrate AI-powered solutions for analytics, automation, monitoring, and decision-making. ➤ Python Development & Automation Build scalable Python applications, backend systems, and automated workflows using modern frameworks. ➤ Web Scraping & Data Extraction Extract reliable, structured data from static and JavaScript-heavy websites with high accuracy and stability. ➤ Large-Scale Web Crawling Design crawling systems for continuous, real-time, or scheduled data collection. ➤ Python Backend Development Develop secure, maintainable APIs and backend services using Django, Flask, and FastAPI. ➤ React Native Cross-Platform Applications Build iOS & Android apps integrated with Python and AI backends for seamless performance. ➤ E-commerce & Market Intelligence Automation Product scraping, price monitoring, competitor analysis, and inventory tracking. ➤ Social Media Data & Automation Data extraction, monitoring, analytics, and automation across social platforms. ➤ API Integration & AI-Powered Workflows Third-party API integrations, AI services, and custom automation pipelines. ➤ Desktop, Web & Internal Tools Custom Python tools and applications for business operations and automation. 𝗧𝗲𝗰𝗵 𝗦𝘁𝗮𝗰𝗸 & 𝗧𝗼𝗼𝗹𝘀: Languages & Frameworks ➤ Python, JavaScript, React Native ➤ Django, Flask, FastAPI AI & Data Engineering ➤ AI APIs (LLM & ML integrations) ➤ Pandas, NumPy, data pipelines ➤ Data preprocessing, validation, enrichment Web Scraping & Automation ➤ Scrapy, Selenium, BeautifulSoup, Requests ➤ XPath, CSS Selectors, HTTP protocols ➤ Proxy rotation, CAPTCHA handling, anti-bot strategies ➤ Multi-threading & concurrency optimization Backend & APIs ➤ REST APIs, authentication, webhooks ➤ Third-party integrations ➤ Error handling, logging, monitoring Mobile Development ➤ React Native (iOS & Android) ➤ API-driven mobile architectures ➤ Firebase Realtime Database ➤ Performance-optimized cross-platform apps Data Outputs & Storage ➤ CSV, Excel, Google Sheets ➤ Databases & cloud storage ➤ Real-time feeds & dashboards Dev & Business Tools ➤ Git & version control ➤ CRM data extraction ➤ Automation frameworks & monitoring tools 𝗪𝗵𝘆 𝗖𝗵𝗼𝗼𝘀𝗲 𝗠𝗲? ➤ Strong Engineering Mindset: I design systems, not just scripts ➤ End-to-End Delivery: Data → AI → Backend → App ➤ Scalable & Maintainable Code: Built for growth and stability ➤ Accuracy & Reliability: High-precision data and robust systems ➤ Clear Communication: Transparent updates and realistic timelines ➤ Ethical & Compliant Practices: responsible data handling KeyWords to find me: AI Engineer, Python Developer, React Native Developer, Cross-Platform Mobile Apps, Full-Stack Python Development, Backend Development with Django, Flask, FastAPI, AI Integration, NLP, Predictive Analytics, Python Automation Scripts, Web Scraping, Data Extraction, Web Crawling, Dynamic JavaScript Websites, CSV & Excel Processing, Google Sheets Integration, Market Research Data, Competitor Analysis, Price Monitoring, React Native Mobile Apps, iOS & Android Development, API-Driven Mobile Applications, Performance-Optimized Apps, Git & Version Control, HubSpot,

I provide work to customers with a guarantee of quality and also offer a range of other services with excellence across Python projects in Machine Learning, Deep Learning, and Generative AI. Our motto: Quality, Creativity, and Client Satisfaction. I have been working on various projects that I mention below: ✨ Experience in Machine Learning (Supervised learning, Unsupervised learning, Reinforcement learning) ✨ Experience in Generative AI (LLM-based apps, RAG pipelines, AI Agents, Prompt Engineering) ✨ Experience in Natural Language Processing (Text Classification, NER, Sentiment Analysis, Embeddings) ✨ Experience in Time Series Forecasting (RNNs, LSTM, ARIMA, Prophet, Others) ✨ Experience in Deep Learning (ANN, CNN, RNN, LSTM, GAN, Transformers, Others) ✨ Experience in Computer Vision (Object Detection, Face Recognition, Others) I can also handle any project related to these: ✨ Classification Related Problems ✨ Regression Related Problems ✨ Clustering Related Problems (KMeans, DBSCAN, HDBSCAN, Hierarchical Clustering, Others) ✨ NLP Tasks (Text Preprocessing, Tokenization, Topic Modeling, Text Summarization) ✨ RAG-based Chatbots & Knowledge Assistants (LangChain, LlamaIndex, FAISS, Pinecone) ✨ AI Agents (OpenAI, Claude API, Tool Use / Function Calling, Multi-agent Systems) ✨ WhatsApp / Telegram / Web Chatbots powered by LLMs ✨ Data Analysis (Pandas, NumPy, Others) ✨ Data Visualisation (Matplotlib, Seaborn, Plotly) ✨ Dimensionality Reduction (PCA, LDA) ✨ Reinforcement Learning (Policy, Reward, DQN, Others) ✨ Prediction Related Problems And I will train and predict on your dataset using whichever models suit your problem best, such as: ✨ Artificial Neural Network (ANN) ✨ Convolutional Neural Network (CNN) ✨ Recurrent Neural Network (RNN) ✨ Long Short Term Memory (LSTM) ✨ Transformer-based Models (BERT, GPT-style architectures) ✨ Large Language Models (OpenAI GPT, Anthropic Claude, Open-source LLMs) ✨ Others Whether it's a classic ML pipeline, an NLP system, or a custom AI agent powered by LLMs, I focus on building solutions that are accurate, explainable, and production-ready.