I am an expert AI engineer who has: - Delivered 30+ Scalable SaaS products - Achieved 100% JSS & Top Rated Plus (3% Globally) - 2000+ Development Hours I am a Sr AI engineer and spent the last 10 years helping startups and enterprises move beyond buzzwords into real outcomes, launching AI assistants that save doctors 6+ hours a week, scaling fintech systems that cut fraud rates by 75%, and building agritech platforms used on 20M+ acres. My goal is simple: cut through the hype, design practical AI solutions that actually work, and deliver them on time, on budget, and with zero surprises. 𝐇𝐞𝐫𝐞’𝐬 𝐰𝐡𝐚𝐭 𝐲𝐨𝐮 𝐜𝐚𝐧 𝐞𝐱𝐩𝐞𝐜𝐭 𝐟𝐫𝐨𝐦 𝐦𝐞: Zero surprises → Every milestone, deliverable, and cost is defined upfront. On-time, on-budget delivery → 90%+ track record of delivering exactly what I scope. Fast response times → I reply within 30 minutes during working hours. End-to-end ownership → From concept to deployment, I handle the full lifecycle. Business-first approach → I’ll challenge you with data-driven insights to keep your product on track. 𝐖𝐡𝐚𝐭 𝐰𝐞 𝐜𝐚𝐧 𝐛𝐮𝐢𝐥𝐝 𝐭𝐨𝐠𝐞𝐭𝐡𝐞𝐫: ✅ AI assistants, chatbots, and voice engines tailored to your workflows ✅ Full-stack web & mobile apps (MVPs or enterprise-grade solutions) ✅ Advanced RAG systems powered by your private data ✅ Scalable cloud deployments (AWS, GCP, Azure, Kubernetes, Docker) ✅ Automation pipelines (ETL, workflow orchestration, API integrations) ✅ Analytics dashboards, investor decks, and data-driven product roadmaps 𝐇𝐞𝐫𝐞 𝐚𝐫𝐞 𝐚 𝐟𝐞𝐰 𝐨𝐟 𝐦𝐲 𝐟𝐚𝐯𝐨𝐫𝐢𝐭𝐞 𝐥𝐢𝐧𝐞𝐬 𝐟𝐫𝐨𝐦 𝐜𝐥𝐢𝐞𝐧𝐭𝐬 𝐈’𝐯𝐞 𝐰𝐨𝐫𝐤𝐞𝐝 𝐰𝐢𝐭𝐡: “Not my first project with Ali Akber and definitely not my last. He always delivers exactly what’s needed and goes the extra mile to get it right.” ⭐️⭐️⭐️⭐️⭐️ – Eric Armas, USA “Simply put, one of the best engineers I’ve ever worked with.” ⭐️⭐️⭐️⭐️⭐️ – Seongbuk-gu, South Korea "Ali and his team are outstanding. They have done a meticulous job into doing the most complex and technical onset of works for Gigafaze" ⭐️⭐️⭐️⭐️⭐️ – Max, CEO of Gigafaze, USA "Worked quickly and according to scope. When was not what i expected, it was quickly rectified" ⭐️⭐️⭐️⭐️⭐️ – Bin Zheng, CEO of AI Startup 𝗖𝗹𝗶𝗲𝗻𝘁 𝗥𝗲𝘀𝘂𝗹𝘁𝘀 ✔️𝐇𝐞𝐚𝐥𝐭𝐡𝐜𝐚𝐫𝐞 Time by DRH → Cut clinical note-taking time by 60%, saving doctors 5–7 hrs/week. Care by DRH → HIPAA Q&A assistant reducing patient follow-ups by 40%. ✔️𝐈𝐝𝐞𝐧𝐭𝐢𝐭𝐲 & 𝐃𝐨𝐜𝐮𝐦𝐞𝐧𝐭 𝐯𝐞𝐫𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧 Facia AI → Real-time biometric ID verification, cutting fraud by 75% across 100k+ users. AssureDocs → Automated immigration document checks, saving 500+ staff hours/month. ✔️ 𝐅𝐢𝐧𝐭𝐞𝐜𝐡 FinSurgents → Fraud detection on 50M+ accounts, boosting risk accuracy by 35%. ✔️𝐓𝐫𝐚𝐯𝐞𝐥 / 𝐄𝐝𝐓𝐞𝐜𝐡 / 𝐋𝐨𝐠𝐢𝐬𝐭𝐢𝐜𝐬 MindTrip AI → 90% accurate travel assistant, reducing support load. Tadbir Academy → Serving 10k+ students, lifted test scores by 45%. GH Logistics → AI dashboards cut delays by 25%, improve fleet efficiency. 𝗧𝗲𝗰𝗵 𝗦𝘁𝗮𝗰𝗸 & 𝗦𝗸𝗶𝗹𝗹𝘀: 𝐋𝐚𝐧𝐠𝐮𝐚𝐠𝐞𝐬 & 𝐅𝐫𝐚𝐦𝐞𝐰𝐨𝐫𝐤𝐬: Python, R, JavaScript, TypeScript, Java, C++, C#, Swift, Kotlin, Django, FastAPI, Flask, Node.js, Express.js, React, Next.js, Angular, React Native, Streamlit 𝐀𝐈 & 𝐋𝐋𝐌 𝐓𝐨𝐨𝐥𝐬: OpenAI, Anthropic, Mistral, LLaMA 3, Hugging Face Transformers, LangChain, LangGraph, LlamaIndex, MCP, ElevenLabs, AutoGPT, Autogen, RAG Pipelines, Agentic AI, Prompt Engineering, Vector Databases 𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 & 𝐂𝐕/𝐍𝐋𝐏: PyTorch, TensorFlow, Keras, Scikit-learn, OpenCV, NLTK, SpaCy, NeuralProphet, LoRA/PEFT, CNNs, GANs, LSTMs, Bayesian Models, OCR, Deepfake Detection, Image Segmentation, STT & TTS 𝐃𝐚𝐭𝐚 & 𝐀𝐧𝐚𝐥𝐲𝐭𝐢𝐜𝐬: PostgreSQL, MySQL, SQL Server, MongoDB, Redis, Elasticsearch, BigQuery, Databricks, Pandas, Numpy, Geopandas, Rasterio, ETL Pipelines, Airflow, Tableau, Power BI 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧𝐬 & 𝐀𝐏𝐈𝐬: REST & GraphQL APIs, OAuth2, Firebase, Stripe, PayPal, HubSpot, Salesforce, ERPs, Slack, MS Teams, Zapier, Make, Webhooks 𝐂𝐥𝐨𝐮𝐝 & 𝐃𝐞𝐩𝐥𝐨𝐲𝐦𝐞𝐧𝐭: AWS (Lambda, SageMaker, API Gateway), Azure, GCP, Docker, Kubernetes, Terraform, CI/CD, Serverless Architectures, Microservices 𝐃𝐞𝐯𝐎𝐩𝐬 & 𝐌𝐋𝐎𝐩𝐬: Model Training & Deployment, Experiment Tracking, Dataset Versioning, Error Logging, Monitoring, Automated Testing, Workflow Orchestration Let’s connect to transform your ideas into 𝐀𝐈-𝐩𝐨𝐰𝐞𝐫𝐞𝐝, 𝐩𝐫𝐨𝐝𝐮𝐜𝐭𝐢𝐨𝐧-𝐫𝐞𝐚𝐝𝐲 𝐬𝐨𝐥𝐮𝐭𝐢𝐨𝐧𝐬. I focus on real business impact with clear communication and on-time delivery. Reach out and let’s get started! 🤝

✅Let's start with a quick consultation or a small initial milestone so you can see I'm the right fit. 🔥PROVEN BUSINESS IMPACT - 7+ Years of engineering and building enterprise-grade applications as a .NET developer in high-stakes environments. - ROI-Driven Development: $2.5M+ in verified client impact, leveraging my background as a full stack developer to increase revenue and reduce operational overhead through expert software development. - Performance Engineering: 90% faster data processing and 75% lower infrastructure costs achieved through advanced Microservices and optimization as a senior .NET developer proficient in ASP.NET Core. - Scalability & Growth: Scaled platforms to 30,000+ active users; consistently cut time-to-market for MVPs by 4–6 weeks by applying the expertise of a seasoned full stack developer. - Legacy Modernization: Proven track record as a .NET developer migrating legacy systems - including .NET Framework and .NET Compact Framework - to modern architectures, resulting in 40% fewer bugs. - Efficiency Gains: Reduced admin friction by 45% through custom-built automation, demonstrating the value a dedicated full-stack developer brings to complex SQL-driven workflows. 👨🏻‍💻THE PARTNERSHIP EXPERIENCE - Full-Stack Authority: Microsoft-certified expertise spanning the entire development lifecycle, from robust C# backend architecture to dynamic frontend interfaces. - Versatile Tech Lead: Whether you need a full stack developer for MVP creation, a .NET developer for enterprise scale, or a java developer for backend migration, I bridge the gap between technical requirements and business goals. I also offer the flexibility of a java developer for interoperability, and the analytical power of a python developer for data-heavy tasks. - Agile & Transparent: High-velocity delivery using JIRA/Asana, providing the clear, consistent communication expected from a senior full-stack developer. ⚙️ ENGINEERING CAPABILITIES - Backend Architecture: Building high-throughput systems with C#, ASP.NET Core, and ASP.NET Web API. I also offer the flexibility of a java developer to integrate with diverse existing ecosystems. - Modern Frontend: Crafting dynamic UI/UX using Angular, React, and JavaScript. My deep experience with HTML5, CSS 3, and Bootstrap ensures highly responsive, mobile-first designs. - Cloud & Infrastructure: End-to-end management of cloud-native ecosystems (Azure/AWS) and containerized deployment pipelines as a lead .NET developer. - Data & Performance: Advanced database design using Microsoft SQL Server and complex SQL queries to cut data latencies by up to 50%. - Cross-Functional Skills: I bring the architectural discipline of a .NET developer - including ASP.NET MVC and ASP.NET expertise - to every project, while also offering the modern tooling mindset of a full stack developer using Node.js. 🏆 DOMAIN SPECIALTIES - FinTech: Secure ledger systems and transaction management built by a specialized .NET developer. - Healthcare: HIPAA-compliant patient management portals and telehealth solutions. - LegalTech/Enterprise: Complex document workflows and granular RBAC. ⚒️ TECHNICAL TOOLSET - The .NET Stack: .NET Framework, .NET Compact Framework, ASP.NET Core, ASP.NET Web API, ASP.NET MVC, ASP.NET, C#. - Frontend Mastery: Angular, React, JavaScript, HTML5, CSS 3, Bootstrap, jQuery. - Data Layer: Microsoft SQL Server, SQL, Redis, MongoDB, ElasticSearch. - General Stack: Node.js, Python, Docker, CI/CD. - Engineering Standard: Clean Architecture, SOLID Principles, and an uncompromising focus on software development quality. 📩If you’re looking for a reliable and experienced .NET Developer and full stack development partner who understands both technology and business impact, I’d be happy to connect - feel free to invite me for an interview!

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 build production-grade 𝐀𝐈 𝐚𝐠𝐞𝐧𝐭 𝐬𝐲𝐬𝐭𝐞𝐦𝐬, 𝐑𝐀𝐆 𝐩𝐢𝐩𝐞𝐥𝐢𝐧𝐞𝐬, 𝐝𝐚𝐭𝐚 𝐬𝐜𝐢𝐞𝐧𝐜𝐞 𝐬𝐨𝐥𝐮𝐭𝐢𝐨𝐧𝐬, 𝐚𝐧𝐝 𝐢𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐭 𝐚𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 that achieve 𝟲𝟬–𝟴𝟬% 𝗽𝗿𝗼𝗰𝗲𝘀𝘀 𝗮𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻 in live enterprise environments across healthcare, fintech, recruitment, and operational workflows. With a 𝐏𝐡.𝐃. 𝐟𝐫𝐨𝐦 𝐭𝐡𝐞 𝐔𝐧𝐢𝐯𝐞𝐫𝐬𝐢𝐭𝐲 𝐨𝐟 𝐒𝐭𝐮𝐭𝐭𝐠𝐚𝐫𝐭 (𝐆𝐞𝐫𝐦𝐚𝐧𝐲) and a Habilitation from 𝐆𝐞𝐨𝐫𝐠𝐢𝐚 𝐓𝐞𝐜𝐡 (𝐔𝐒𝐀), I bring a rare combination of real-world production engineering experience and deep academic research expertise in 𝐚𝐫𝐭𝐢𝐟𝐢𝐜𝐢𝐚𝐥 𝐢𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞 𝐬𝐲𝐬𝐭𝐞𝐦𝐬. If you need an AI system that actually works in production, handles edge cases, logs every decision, and integrates cleanly into your existing operations that is exactly what I build. 𝐂𝐨𝐫𝐞 𝐄𝐱𝐩𝐞𝐫𝐭𝐢𝐬𝐞 𝐀𝐈 𝐀𝐠𝐞𝐧𝐭𝐬 & 𝐌𝐮𝐥𝐭𝐢-𝐀𝐠𝐞𝐧𝐭 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 Autonomous systems that reason, plan, and execute real tasks: • MCP-based orchestration routing tasks across sub-agents in real time. • Stateful flows with conditional routing, persistent memory, and LangSmith monitoring. • Human-in-the-loop checkpoints before any irreversible action fires. • Full action logging and automatic. 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐢𝐞𝐬: LangGraph, CrewAI, AutoGen, OpenAI Agents, Claude, MCP, LangSmith 𝐑𝐀𝐆 & 𝐋𝐋𝐌 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 • Enterprise-grade knowledge assistants. • Structure-aware chunking, hybrid semantic and metadata search. • Vector database integration for scalable retrieval • Hybrid search and structured context systems 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐢𝐞𝐬: Pinecone, Weaviate, Qdrant, LlamaIndex, OpenAI, Claude, Mistral, graph-based retrieval 𝐕𝐨𝐢𝐜𝐞 𝐀𝐈 & 𝐂𝐨𝐧𝐯𝐞𝐫𝐬𝐚𝐭𝐢𝐨𝐧𝐚𝐥 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 • AI voice agents for sales, support, and operations • Real-time call reasoning and response generation • CRM integration and post-call automation • Speech-to-text and text-to-speech pipelines 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐢𝐞𝐬: VAPI, Twilio, ElevenLabs, Whisper, LiveKit 𝐀𝐈 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 & 𝐒𝐲𝐬𝐭𝐞𝐦 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧 • Event-driven automation pipelines • Workflow automation for business processes • LLM layers for parsing, normalisation, and structured output at every step • API integrations with CRMs and internal tools 𝐓𝐨𝐨𝐥𝐬: n8n, Make, Zapier, HubSpot, Salesforce, GHL, FastAPI, REST APIs 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲, 𝗣𝗿𝗲𝗱𝗶𝗰𝘁𝗶𝘃𝗲 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀 & 𝗠𝗟 𝗣𝗶𝗽𝗲𝗹𝗶𝗻𝗲𝘀 • Predictive ML for scoring, ranking, and classification • Ensemble models (XGBoost, Random Forest, neural networks) in production pipelines • Adaptive grading and learning intelligence systems • Real estate tokenization analytics, Python, AWS, Neo4j • LoRA / QLoRA fine-tuning with full MLOps deployment 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐢𝐞𝐬: Python, scikit-learn, PyTorch, XGBoost, Hugging Face, FastAPI, PostgreSQL, AWS, Neo4j 𝗔𝗿𝗰𝗵𝗶𝘁𝗲𝗰𝘁𝘂𝗿𝗮𝗹 𝗣𝗿𝗶𝗻𝗰𝗶𝗽𝗹𝗲𝘀 • Deterministic and controlled agent workflows • Traceable retrieval systems with structured outputs • Hybrid architectures combining LLMs + external tools • Human-in-the-loop safety for critical operations • Logging, observability, and failure handling built-in • ML models and LLMs treated as composable components 𝐖𝐡𝐚𝐭 𝐈 𝐃𝐞𝐥𝐢𝐯𝐞𝐫 • Production-ready AI agent systems • Enterprise RAG and knowledge systems • End-to-end automation pipelines • API-driven AI integrations • Scalable, maintainable AI architectures 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐲 𝐒𝐭𝐚𝐜𝐤 • 𝗟𝗟𝗠𝘀: Claude, GPT-4o, Gemini, Mistral, open-source models via Hugging Face routed across providers based on latency and cost tradeoffs using OpenRouter • 𝗔𝗴𝗲𝗻𝘁 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸𝘀: LangGraph, CrewAI, LangChain, AutoGen, MCP orchestration • 𝗥𝗔𝗚 𝗦𝘆𝘀𝘁𝗲𝗺𝘀: Pinecone, Weaviate, Qdrant, Milvus, graph-based retrieval, hybrid semantic + metadata search • 𝐕𝐨𝐢𝐜𝐞 & 𝐂𝐨𝐧𝐯𝐞𝐫𝐬𝐚𝐭𝐢𝐨𝐧𝐚𝐥: VAPI, ElevenLabs, Twilio, Whisper, LiveKit • 𝗙𝗶𝗻𝗲-𝘁𝘂𝗻𝗶𝗻𝗴 & 𝗔𝗱𝗮𝗽𝘁𝗮𝘁𝗶𝗼𝗻: LoRA, QLoRA, domain-specific model evaluation, Hugging Face deployment pipelines • 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 & 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧: n8n, Make, Zapier, webhook pipelines, REST APIs, HubSpot, Salesforce, Gmail, Microsoft 365, GHL • 𝐁𝐚𝐜𝐤𝐞𝐧𝐝: Python, FastAPI, TypeScript, PostgreSQL, Redis, Docker, CI/CD • 𝐅𝐫𝐨𝐧𝐭𝐞𝐧𝐝: React, Next.js, Tailwind CSS for AI-powered dashboards, operational interfaces, and client-facing agent portals • 𝗖𝗹𝗼𝘂𝗱 & 𝗜𝗻𝗳𝗿𝗮𝘀𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗲: AWS, Azure, GCP, Docker, Kubernetes, CI/CD pipelines 𝐋𝐞𝐭’𝐬 𝐜𝐨𝐧𝐧𝐞𝐜𝐭 𝐚𝐧𝐝 𝐦𝐚𝐤𝐞 𝐲𝐨𝐮𝐫 𝐀𝐈 𝐬𝐨𝐥𝐮𝐭𝐢𝐨𝐧 𝐚 𝐫𝐞𝐚𝐥𝐢𝐭𝐲!

I am not just a developer, I am your consultant in your business growth and development. With a track record of collaborating with unicorn companies along with their development for IOS and Android, i bring a unique blend of technical expertise as a developer and strategic insight to the table. • Building computer vision applications using OpenCV, TensorFlow, PyTorch, and Keras • Building Face Recognition system using OpenCV, TensorFlow, and PyTorch. • Developing OCR systems using Tesseract, EasyOCR, and Google Cloud Vision • Extracting text and data from images, PDFs, invoices, receipts, and ID cards • Enhancing image and text quality using image processing, denoising, and super-resolution techniques • Implementing state-of-the-art computer vision models such as YOLO, Mask R-CNN, and U-Net • Creating interactive and user-friendly GUIs for computer vision and OCR applications • Integrating computer vision and OCR solutions with web and mobile applications My approach doesn't stop at delivering a functional app; we're committed to driving results. By leveraging our industry knowledge and leveraging the latest technologies Proficient in performance optimisations, Creating user friendly interfaces, Generating data visualisations using different chart libraries (Canvas Js, d3.js, visJs etc). implementing Google maps API, integrating firebase, implementing sockets in Nodejs, submitting apps to AppStore/Google Play Store. 𝗧𝗲𝗰𝗵 𝗦𝘁𝗮𝗰𝗸: - 𝗣𝗿𝗼𝗴𝗿𝗮𝗺𝗺𝗶𝗻𝗴 𝗟𝗮𝗻𝗴𝘂𝗮𝗴𝗲𝘀: JS/TS, Python, PHP - 𝗖𝗵𝗮𝘁𝗯𝗼𝘁𝘀: Flowise, VoiceFlow, Botpress, DialogFlow, GPT3.5 / 4, Claude, Gemini AI - 𝗖𝗵𝗮𝘁𝗯𝗼𝘁 𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻𝘀: Web, Telegram, Slack, Facebook Messenger, Instagram, WhatsApp, HubSpot - 𝗔𝗜: OpenAI API, Claude API, Gemini API, Vertex AI, Perplexity AI - 𝗔𝗜 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸𝘀: Langchain, LangFuse, LlamaIndex, H20 - 𝗦𝗽𝗲𝗲𝗰𝗵-𝘁𝗼-𝗧𝗲𝘅𝘁, 𝗧𝗲𝘅𝘁-𝘁𝗼-𝗦𝗽𝗲𝗲𝗰𝗵 & 𝗧𝗲𝘅𝘁-𝘁𝗼-𝗩𝗶𝗱𝗲𝗼: Assembly AI, Speechmatics, Google STT, Deepgram, Google TTS, Openai TTS, Elevenlabs, PlayHT, Sora - 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴: BigQueryML - 𝗡𝗟𝗣: NLTK, SpaCy, Google Natural Language API - 𝗖𝗿𝗮𝘄𝗹𝗶𝗻𝗴: Cheerio, Puppeteer, Scrapy, Playwright, Beautiful Soup, LXML - 𝗗𝗮𝘁𝗮𝗯𝗮𝘀𝗲: Firestore, Supabase, Pinecone, Chroma DB, MYSQL, Postgres, MongoDB, BigQuery, Qdrant - 𝗪𝗲𝗯: Vue JS, Quasar, React, Webflow, WordPress, ClickFunnels - 𝗥𝗶𝗰𝗵-𝗧𝗲𝘅𝘁-𝗘𝗱𝗶𝘁𝗼𝗿𝘀: TipTap, ProseMirror - 𝗗𝗲𝗽𝗹𝗼𝘆𝗺𝗲𝗻𝘁: GCP, Docker, Vercel, Heroku - 𝗜𝗻𝗳𝗿𝗮𝘀𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗲: CI/CD, Cloud Hosting, Microservices - 𝗣𝗮𝘆𝗺𝗲𝗻𝘁 𝗚𝗮𝘁𝗲𝘄𝗮𝘆𝘀: Stripe, PayPal - 𝗢𝘁𝗵𝗲𝗿𝘀: Firebase, GCP, Clean Architecture, Yarn workspaces, Turborepo, Git, GitHub Actions, Semantic search

I build intelligent AI systems that go beyond experiments and deliver real, production-ready business value. I specialize in Python, NLP, LLM integration, RAG pipelines, and autonomous AI agents that can reason, automate, and act. I have expertise in designing end-to-end AI architectures, deploying scalable machine learning systems, and building automation-driven solutions that improve efficiency, decision-making, and user experience. Services I Offer: - AI/ML Model Development in Python - Natural Language Processing (NLP) Solutions - LLM Integration (OpenAI, Claude, open-source models) - Retrieval-Augmented Generation (RAG) Systems - AI Agents Development & Automation Workflows - Chatbot Development (Smart, context-aware bots) - Data Preprocessing & Feature Engineering - Model Fine-tuning & Optimization - API Development for AI Systems (FastAPI/Flask) - AI System Deployment (Cloud / Server Integration) Skills: - Python | Machine Learning | Deep Learning | NLP | LLM Integration - RAG Systems | AI Agents | LangChain | Hugging Face | Prompt Engineering - FastAPI | Flask | REST APIs | AI Model Deployment | Backend Development - Pinecone | FAISS | Vector Databases | Data Processing | Feature Engineering - TensorFlow | PyTorch | OpenAI API | Claude API | Automation Systems Industries Served: - SaaS & Software Products - E-commerce Automation - Healthcare AI Solutions - Finance & Fintech Systems - Education & E-learning Platforms - Marketing & Content Automation - Customer Support Automation - Business Intelligence & Analytics Ready to bring your AI project to life? Let’s discuss it over a Zoom call or chat so I can build a scalable, production-ready solution.

Top 1% Upwork EXPERT-VETTED Data & Solution Architect. For over 15 years, I've worked with data, focusing the last 7 years as a Data Architect on managing high-load and big-data projects. I oversee systems that serve hundreds of millions of users and manage petabytes of data, along with overseeing infrastructure budgets of over 1.5 million USD each year. In the past 8 years on Upwork, I have completed more than 100 projects with a 100% Job Success Score and a 94%+ client return rate. SERVICES ✅ Data Engineering ✅ AI/ML ✅ AI Adoption & GenAI ✅ Predictive analytics ✅ High-load Data Scraping ✅ Data Integration - seamless connection through APIs ✅ Data Management – ETL pipelines, Data Warehousing, Data Lakes, DataOps ✅ IT Infrastructure & Solution Architecture ✅ DevOps for Performance Optimization and Cost Reduction STACK & TECHNOLOGIES Core stack: Python Data Warehousing: Redshift | BigQuery | Snowflake | Teradata Data Lakes: Hadoop | Amazon S3 | Azure Data Lake Storage | Google Cloud Storage ETL Tools and Data Pipelines: Databricks Workflows | AWS Glue | Google Cloud Dataflow Big Data Processing: Spark | Hadoop | Google Dataflow | Dask | Amazon Kinesis | Kafka Databases: MySQL | PostgreSQL | Google BigQuery | MongoDB | DynamoDB | Redis Data Analysis and Machine Learning: Pandas | NumPy | Dask | SciPy | OpenCV | TensorFlow | PyTorch | Scikit-learn | XGBoost | Keras | spaCy GenAI: OpenAI GPT-3 | GPT-4 | Lama 2 | Llava | Bard | Mistral | Anthropic Visualization Tools and Libraries: Power BI | Looker | Quicksight | Grafana | Plotly | D3.js | Dash | Matplotlib DevOps and DataOps AWS | GCP | Azure | Docker | Kubernetes | Amazon ECS | Jenkins | GitLab CI/CD | GitHub CI/CD | Bitbucket Pipelines | Ansible | Terraform | CloudFormation | Prometheus | Grafana | Datadog | Zabbix | ELK Stack | Elasticsearch | Logstash | Kibana | Graylog Web Development Front-End: React.js | Redux | Redux-Saga Back-End: Python | Django Rest Framework | Flask We use the Agile approach to ensure great products delivery. As our benefits, we provide the guarantee, NDA signing, and post-service for delivered products. Want to work together? I’d love to hear from you!

👋 Hey, I am Harsh Vardhan Mishra, a senior AI and Machine Learning expert with over 8 years of industry experience delivering scalable, production-grade solutions across domains like NLP, Computer Vision, LLMs, Predictive Analytics and Chatbot Development. I help startups and enterprises turn data into intelligence through custom AI solutions that integrate seamlessly with existing systems. I can assist you with: 🔹 LLMs & Generative AI → Custom integration with GPT-4, Claude, Llama 2 for smart chatbots, document parsing & AI agents → Knowledge base assistants with LangChain and RAG pipelines → Automations for content generation, summarization and QA bots 🔹 NLP & Machine Learning → Sentiment analysis, multilingual translation & semantic search → Predictive models for user behavior, fraud detection and forecasting → Advanced Computer Vision: object detection, OCR, quality inspection 🔹Computer Vision Solutions: • Image classification, object detection (YOLO, Detectron2) • OCR, document processing, and real-time video analytics • Quality control and defect detection in manufacturing datasets 🔹AI-Powered Chatbots & Assistants: → Custom chatbot development using GPT and open-source LLMs → Intent recognition, dialogue management, and contextual memory → Deployment with tools like Rasa, LangChain, FastAPI and WebSockets 🔹Backend Engineering with Python: → RESTful APIs and microservices using FastAPI, Flask, Django → Asynchronous pipelines with Celery, Redis, RabbitMQ → CI/CD workflows with Docker, Kubernetes and GitHub Actions → Cloud-native deployments on AWS, GCP, Azure and serverless platforms 🔹Tools & Platforms I Work With Daily: → ML Frameworks: PyTorch, TensorFlow, Scikit-learn, HuggingFace → Data Tools: Pandas, NumPy, Dask, Spark → LLM Ops: LangChain, Weaviate, Pinecone, FAISS → Cloud ML: AWS SageMaker, GCP Vertex AI, Azure ML Studio I specialize in helping clients who: • Have an AI/ML prototype but need help scaling it • Need to integrate intelligent features into an existing app • Want to modernize legacy Python code or optimize slow ML pipelines • Are building from scratch and want expert guidance from day one Whether you are looking to build a custom AI solution, analyze large datasets, create a smart assistant or integrate AI into your existing platform, I bring a deep technical foundation and a problem-solving mindset to every project. 📩 Let’s talk about your project. Whether it’s a chatbot, predictive model or full-scale AI system, I will help you build something your users love and your team can rely on. Best Regards, Harsh Vardhan Mishra

Engineering Intelligent AI Solutions. From Concept to Scalable SaaS Product. I am an AI Engineer and Product Architect dedicated to designing and deploying high-performance Generative AI systems. I specialize in transforming ambitious ideas into production-ready applications that drive automation, efficiency, and revenue. My work focuses on the intersection of Agentic AI, Large Language Models (LLMs), and Full-Cycle Product Development. Whether you need a complex autonomous agent, a mobile application, or a complete AI-powered SaaS platform, I deliver robust, scalable architectures tailored to your business goals. 🚀 Core Expertise & Deliverables 1️⃣ Agentic AI & Autonomous Workflows Custom AI Agents: Engineering agents that reason, plan, and execute multi-step tasks autonomously (using LangGraph, AutoGen, CrewAI). Process Automation: Creating intelligent workflows that integrate with your internal APIs, CRMs, and databases to automate complex operations. 2️⃣ Advanced RAG (Retrieval-Augmented Generation) Enterprise Knowledge Bases: Building secure, context-aware assistants that chat with your proprietary data (PDFs, SQL, Notion) with high accuracy. Vector Search Systems: Implementing optimized retrieval architectures using Pinecone, Weaviate, or ChromaDB for instant information access. 3️⃣ LLM Fine-Tuning & Optimization Domain-Specific Models: Fine-tuning open-source models (Meta Llama, Mistral) and proprietary APIs to master your specific industry niche. Cost & Latency Optimization: Advanced prompt engineering and model selection to maximize performance while minimizing API costs. 4️⃣ End-to-End Product Engineering (Web & Mobile) Complete System Architecture: I take full ownership of the technical stack, ensuring seamless integration between AI models and user interfaces. Mobile App Development: Native and cross-platform iOS applications (Swift / React Native) integrated with AI features. Backend & API: High-performance microservices using FastAPI and Django. Frontend Interface: Modern, responsive web applications built with Next.js and React. Cloud Deployment: Scalable, secure hosting on AWS (EC2, Lambda, SageMaker) with Docker and Kubernetes. 🛠️ Technology Stack Generative AI Providers: OpenAI, Anthropic, Google Gemini, Meta Llama, Mistral, Hugging Face. Orchestration: LangChain, LlamaIndex, LangGraph. Machine Learning: PyTorch, TensorFlow, Scikit-learn, XGBoost, Computer Vision (YOLO, OpenCV). Mobile & Web: iOS (Swift, React Native), Python, TypeScript, FastAPI, Django, React, Next.js. Vector Databases: Pinecone, ChromaDB, Weaviate, Milvus. DevOps & Cloud: Docker, Kubernetes, AWS, Google Cloud, CI/CD pipelines. 🤝 My Approach Strategic Partnership: I align technical decisions with your business objectives to ensure maximum ROI. Transparent Execution: You receive clear roadmaps, regular progress updates, and code that is clean, documented, and maintainable. Long-Term Reliability: I build systems designed to scale, ensuring stability as your user base grows. 📩 Feel free to reach out anytime to discuss your project needs. I’m available 24/7 for consultations and collaboration.

𝐋𝐞𝐭’𝐬 𝐌𝐚𝐤𝐞 𝐀𝐈 𝐖𝐨𝐫𝐤 𝐟𝐨𝐫 𝐘𝐨𝐮, 𝐍𝐨𝐭 𝐭𝐡𝐞 𝐎𝐭𝐡𝐞𝐫 𝐖𝐚𝐲 𝐀𝐫𝐨𝐮𝐧𝐝 Hi, I’m Shreeram, a specialist in AI automation and workflow optimisation for founders, startups, and scaling businesses. I help organisations turn complexity into clarity by building smart, reliable automation using the latest no-code tools and AI agents. 𝗪𝗵𝗮𝘁 𝗜 𝗗𝗼: • AI Agents: I design and deploy intelligent agents that take care of repetitive tasks, deliver real-time insights, and power up your decision-making. • Retrieval-Augmented Generation (RAG): Unlock smarter search and advanced NLP for your business, making information accessible and actionable. • Workflow Automation: Streamline your operations with robust automations built on platforms like Make.com, Relevance AI, and n8n, no big dev teams needed. • End-to-End AI Solutions: From model design to deployment and optimisation, I deliver scalable, cloud-based systems that grow with your business. 𝗔 𝗙𝗲𝘄 𝗦𝗼𝗹𝘂𝘁𝗶𝗼𝗻𝘀 𝗜’𝘃𝗲 𝗕𝘂𝗶𝗹𝘁: • Competitor Analysis Agent delivering real-time insights in Slack • LinkedIn Lead Agent for targeted, automated outreach • Email Agent that categorises and drafts custom replies • Real Estate Bot for 24/7 bookings and chat 𝗪𝗵𝗼 𝗜 𝗪𝗼𝗿𝗸 𝗪𝗶𝘁𝗵: • I partner with ambitious founders and teams who want to: • Automate workflows and save time • Streamline operations without technical headaches • Use AI to unlock new growth and smarter decision-making 𝗪𝗵𝗮𝘁 𝗪𝗲 𝗖𝗮𝗻 𝗕𝘂𝗶𝗹𝗱 𝗧𝗼𝗴𝗲𝘁𝗵𝗲𝗿: • LinkedIn job scraping and CRM-ready outreach • AI-driven re-engagement for old leads • Custom workflow automations tailored to your business 𝗧𝗲𝗰𝗵 𝗦𝘁𝗮𝗰𝗸: • Python, Django, React • AWS, TensorFlow, PyTorch, Keras • NLP tools: NLTK, spaCy, Dialogflow, Rasa • No-code automation: Make.com, n8n, Relevance AI 𝗪𝗵𝘆 𝗪𝗼𝗿𝗸 𝗪𝗶𝘁𝗵 𝗠𝗲? • 5+ years of hands-on experience in AI automation and workflow design • Proven track record delivering high-quality, production-ready AI solutions • Clear, jargon-free communication and reliable project management • Deep focus on building systems that are easy to use, maintain, and scale If you’re curious about what AI automation can do for your business, but aren’t sure where to start, let’s connect. I’ll guide you through the process, from idea to launch, with clarity and results. 𝗥𝗲𝗮𝗱𝘆 𝘁𝗼 𝗲𝘅𝗽𝗹𝗼𝗿𝗲? Press “𝐈𝐧𝐯𝐢𝐭𝐞” or “𝐌𝐞𝐬𝐬𝐚𝐠𝐞” at the top of my profile, and let’s chat!