SNEHA M.

With 10+ years of experience and 20+ successful projects, I build production-ready AI systems that drive measurable business value. Unlike demo-focused developers, I deliver live Generative AI, Voice AI, RAG, and Automation agents that handle real calls, documents, and workflows from day one. Expert in Python, LLMs, NLP, OCR, and Intelligent Automation. 🏆 Top Rated AI Expert | Production-Ready GenAI, AI Agents, Automation, Voice AI, RAG, LLM, NLP, OCR, ML 🔧 𝗦𝗲𝗿𝘃𝗶𝗰𝗲𝘀 | Production Ready AI, Built and Shipped for Startups & Enterprises 1️⃣ VOICE AI & CONVERSATIONAL AGENTS AI voice agents and receptionists that answer your calls 24/7, book appointments, sync your CRM, and transfer to a person when it matters. Vapi, Retell AI, Twilio, ElevenLabs, Deepgram, Whisper, and Asterisk. 2️⃣ AI AGENTS & AUTOMATION AI agents that cut manual work, connecting your CRM, spreadsheets, and tools into one workflow. They call your APIs and verify who they are talking to before booking or refunding. n8n, Make .com, Python, LangChain, LangGraph, CrewAI, Selenium, and Playwright. 3️⃣ GENERATIVE AI & LLM APPS AI chatbots and assistants for your website, Slack, WhatsApp, and Google Workspace. They stay on your data, say when they do not know, return clean JSON, and hand off to a human. OpenAI, Claude, Llama, Mistral, Azure OpenAI, and FastAPI. 4️⃣ RAG & ENTERPRISE SEARCH Chat with your PDFs, contracts, and manuals instead of digging through folders. Every answer shows its source, and search stays accurate past 1.5 million documents. LlamaIndex, LangChain, Elasticsearch, Milvus, Qdrant, FAISS, and pgvector. 5️⃣ NLP, OCR & DOCUMENT INTELLIGENCE Extract data from invoices, contracts, and scans into Excel, CSV, or JSON. Low confidence values go to a person to check, and nothing is stored afterward. Google Document AI, Amazon Textract, Azure Document Intelligence, Tesseract, spaCy, BERT, and Hugging Face. 6️⃣ DATA PIPELINES & DOCUMENT ENGINEERING Data pipelines that scrape, clean, and organize your files on a schedule, including regulatory filings from SEC EDGAR and SEDAR. Duplicates removed, scans recovered through OCR, and a labeled data set so you can test accuracy yourself. Python, Airflow, Scrapy, Selenium, and Playwright. 7️⃣ MACHINE LEARNING & DATA SCIENCE Forecasting, churn prediction, fraud detection, customer segmentation, and anomaly detection. Trained on your messy real data, not clean demo sets, with benchmark numbers and a report you can act on. Python, R, SQL, Scikit-Learn, and XGBoost. 8️⃣ HEALTHCARE & CLINICAL AI Clinical AI for patient data: deidentifying 85,000 patient records, mapping lab and diagnosis codes, and matching patients to trials. Deployed with real clinical clients. i2b2, OMOP, LOINC, ICD, SNOMED CT, R, HIPAA and SQL. 9️⃣ COMPUTER VISION & DEEP LEARNING Object detection, defect grading, finding similar images, measuring floor plans, and DICOM medical imaging. Runs on live camera feeds, product catalogs, and scans, built for real world images, not benchmark photos. YOLO, PyTorch, OpenCV, SAM, DINOv2, and CLIP. 🔟 GENERATIVE AI & MEDIA AI avatar and talking head video at scale, turning a spreadsheet and a script into a finished video per person. Same character every time, natural lip sync, and your logo placed by code so the brand mark is always exact. Synthesia, Tavus, ElevenLabs, FFmpeg, MoviePy, Wav2Lip, and Stable Diffusion. 💬 𝗦𝗲𝗻𝗱 𝘁𝗵𝗲 𝘂𝘀𝗲 𝗰𝗮𝘀𝗲, get a straight read: 𝗳𝗲𝗮𝘀𝗶𝗯𝗹𝗲 𝗼𝗿 𝗻𝗼𝘁, 𝗵𝗼𝘄 𝗹𝗼𝗻𝗴, 𝘄𝗵𝗮𝘁 𝗶𝘁 𝗰𝗼𝘀𝘁𝘀. Then it is built to criteria you approve. 🛠️ STACK & TECHNOLOGIES Core: Python, JavaScript, TypeScript, React, Node.js, SQL, R LLMs & Agents: GPT-4, MCP, AutoGen, Amazon Bedrock, Ollama, Gemini, DeepSeek, Groq, Qwen, Semantic Kernel, OpenAI Agents SDK RAG & Search: Pinecone, Weaviate, ChromaDB, Haystack, BM25, RAGAS, OpenAI Embeddings Voice AI: ASR, WebRTC, GoHighLevel, LiveKit, Amazon Polly, Azure Speech NLP & Document AI: NLTK, Sentence Transformers, PaddleOCR, RoBERTa, DeBERTa, T5, LayoutLM, PyMuPDF, GLiNER Vision & Deep Learning: TensorFlow, Keras, Roboflow, Ultralytics, MediaPipe, Detectron2, Azure Computer Vision, ONNX, PEFT, LoRA, QLoRA ML & Data: PostgreSQL, SQL Server, BigQuery, Snowflake, Databricks, Apache Spark, Kafka, ETL, pandas, NumPy, dbt, Azure SQL MLOps & Cloud: Docker, AWS, Azure, GCP, Kubernetes, Terraform, SageMaker, Azure ML, MLflow, GitHub Actions, CI/CD, Vertex AI, vLLM, Triton Full Stack & Automation: Django, Flask, Redis, REST API, GraphQL, MongoDB, Next.js, Zapier, Streamlit, Gradio, Supabase, Vercel, Celery ,FastAPI, Django, Flask, Node.js, Docker, PostgreSQL, Mongo GenAI Media: DALL-E, Runway, HeyGen