Creative AI/ML Engineer
with 8+ years in delivering AI solutions

1. Programming: Python, Node.js, JavaScript, TypeScript, Java/C#
2. Frameworks & Libraries: FastAPI/Flask/Django, React/Next.js/React Native/Expo, Rasa/Botpress/Dialogflow

1. Large Language Models: GPT-4/GPT-4o, Claude 3.5/Sonnet, LLaMA-3/Mistral 7B/Mixtral, DeepSeek
2. Embeddings & Retrieval Models: OpenAI text-embedding-3-large, SentenceTransformers
3. Speech Models: Whisper/GPT-4o-mini-transcribe, xTTS/Bark/VITS/ElevenLabs
4. Multimodal & Vision Models: CLIP/BLIP/LLaVA, Gemini/GPT-4o, SAM(Segment Anything)
5. Fine-tuning & Custom Models: LoRA/QLoRA/PEFT, RAG pipelines with FAISS/Pinecone

1. Cloud: AWS, Azure, Google Cloud
2. Messaging Platforms: WhatsApp, Telegram, Slack, Discord, MS Teams
3. Telephony & Voice: Twilio, Retell AI, LiveKit, VAPI, SynthFlow
4. RM/Business Tools: HubSpot, Salesforce, GoHighLevel, Notion

1. Conv AI: Personalization, Multi-language support, Emotion/sentiment analysis
2. Voice & Multimodal AI: Real-time STT+TTS, Voice avatars & lip sync, Multimodal chat
3. Intelligent Workflows: RAG, Hybrid search, Tool calling, function chaining
4. Security & Compliance: Data masking & redaction, GDPR/HIPAA, Role-based access

1. Classical Models: Linear Regression, Logistic Regression, Decision Trees, SVM, LightGBM
2. DL Models: NLP(Transformer), Vision(CNN), Speech, Generative(GAN, Diffusion Models)
3. Reinforcement Learning: PPO, DQN, AlphaZero-style agents

1. Languages: Python (primary), sometimes R, Julia
2. Frameworks & Libraries: PyTorch, TensorFlow, JAX, Keras, scikit-learn, XGBoost, LightGBM
3. Tools: Exp tracking(MLflow, Weights & Biases), Hardware(CUDA, cuDNN, NVIDIA GPUs/TPUs)
4. Services: AWS Sagemaker, Azure ML, GCP Vertex AI, RunPod

1. Techniques: Transfer Learning, LoRA, QLoRA, PEFT, Instruction Tuning, RLHF
2. Frameworks: Hugging Face Transformers & PEFT, OpenAI Fine-tuning API, PyTorch Lightning
3. Parameter-efficient fine-tuning tools: bitsandbytes, LoRA/QLoRA
4. Retrieval-Augmented Generation tool: LangChain, Haystack, LlamaIndex
5. Services: Hugging Face Hub, OpenAI Platform, Replicate, Modal
6. Prompt engineering, embedding-based personalization

1. Conversational AI & Chatbots: Intelligent virtual assistants with context-aware dialogues.
2. NER: Extract structured knowledge (names, dates, organizations, products, etc).
3. Sentiment Analysis & Opinion Mining: Detect sentiment, intent, and emotions in real time.
4. Text Generation & Summarization: Automated report writing, product descriptions & summarization.
5. Machine Translation: Custom domain-adapted multilingual translation pipelines.
6. Document Processing: Automated extraction, summarization, and classification of text/PDFs/images.

1. Automating customer support chatbots with GPT-powered assistants.
2. Building contract analysis tools for law firms to extract key clauses.
3. Developing multilingual e-commerce search engines with semantic search.
4. Creating voice-enabled tutoring systems for education platforms.

1. Object Detection/Tracking: RT detection and monitoring (YOLO, Faster R-CNN, SSD).
2. Image Classification: Accurate recognition using CNNs & Vision Transformers.
3. Facial Recognition: Identity verification, emotion detection & demographic analysis.
4. OCR & Document AI: Extract data from scanned docs, receipts, and IDs.
5. Medical Image Analysis: MRI, CT, and X-ray interpretation with CNNs/ViTs.
6. Image Segmentation: Semantic & instance segmentation for precision tasks.
7. Video Analytics: Activity, anomaly, and surveillance insights.
8. Generative AI: Create & enhance images with GANs and Stable Diffusion.

1. Programming: Python, C++, JavaScript
2. AI/ML Frameworks: PyTorch, TensorFlow, Keras
3. Computer Vision Libraries: OpenCV, Detectron2, MMDetection, MediaPipe
4. DL Models: YOLOv8, CLIP, BLIP, Vision Transformers (ViT, Swin, DINO)

1. Data Labeling & Annotation: CVAT, Labelbox, Roboflow
2. Edge & Mobile Deployment: TensorRT, ONNX, Core ML, TFLite
3. Cloud Platforms: AWS Rekognition, Azure Computer Vision, Google Vision AI
4. Vector & Storage: FAISS, Pinecone, MongoDB GridFS for images
5. Deployment: Docker, Kubernetes, FastAPI for APIs

1. Retail: Smart checkout, shelf monitoring, and product recognition.
2. Healthcare: AI-assisted radiology and pathology image analysis.
3. Security: Real-time surveillance, intrusion detection, facial recognition.
4. Manufacturing: Defect detection, quality assurance, and automation.
5. Creative AI: AI-generated art, design automation, and augmented reality filters.

1. Business Process Automation: Automate repetitive tasks across departments.
2. Workflow Orchestration: Automate end-to-end processes with AI triggers and actions.
3. CRM & ERP Integration: Streamline operations with Salesforce, HubSpot, Zoho, SAP.
4. Email & Campaigns: AI-generated emails, smart scheduling, and personalization.
5. Document Automation: OCR, classification, and intelligent data routing.
6. Voice & Chat Agents: AI assistants for support, booking, and sales(Twilio, LiveKit).
7. API & SaaS Integration: Connect Stripe, Slack, Google Workspace, Notion, and more.
8. AI-Powered Workflows: Data ingestion → processing → delivery across platforms.

1. Automation Platforms: n8n, Zapier, Make.com, Airflow
2. AI Agent Frameworks: LangChain, CrewAI, Lyzr, AutoGen
3. Voice & Communication: Twilio, LiveKit, Retell AI, SynthFlow
4. CRM/ERP: Salesforce, HubSpot, Zoho, Odoo, SAP S/4HANA
5. Project & Knowledge Platforms: Notion, Trello, Asana, Google, Slack, Microsoft Teams
6. Finance & Payments: Stripe, QuickBooks, Xero

1. Automating customer onboarding with AI chat + CRM workflows.
2. AI-powered support ticket classification & routing.
3. Smart email marketing with auto-generated campaigns.
4. Voice agent for restaurant/clinic bookings integrated with calendars.
5. Automated invoice processing with OCR + QuickBooks sync.
6. End-to-end HR onboarding workflow with document signing and Slack integration.

1. Custom Web Applications: Tailored apps with frontend, backend, and APIs.
2. Responsive Frontend Development: Fast, user-friendly, and mobile-first designs
3. Scalable Backend Development: APIs, microservices, and real-time applications.
4. Database Design & Integration: SQL & NoSQL databases optimized for performance.
5. E-Commerce Solutions: Shopify, WooCommerce, Stripe/PayPal integrations.
6. No-Code & Low-Code Apps: Rapid product launches using modern builders.
7. Cloud & DevOps: Deployment, scaling, and monitoring on AWS, Azure, GCP.
8. SaaS Development: Subscription apps with CI/CD, authentication, and automation.
9. Internal Tools & Dashboards: Data-driven systems for operations and analytics.

1. AI-Powered Builders: Lovable AI, Bolt.new, V0.dev, Softr, Bildr
2. Web Builders: Webflow, Bubble, Wix, Framer
3. Internal Tools: Retool, Airtable, Glide
4. Automation: Zapier, Make.com, n8n

1. Frontend: HTML, CSS, JavaScript, TypeScript, React, Next.js, Vue.js
2. Backend: Node.js, Express, NestJS, FastAPI, Django, Flask
3. Mobile/Hybrid: React Native, Expo, Flutter
4. Databases: PostgreSQL, MySQL, MongoDB, Firebase, Supabase
5. Styling: Tailwind CSS, Material UI, Styled Components

1. Version Control: Git, GitHub, GitLab
2. Deployment: Vercel, Netlify, Render, Heroku, Docker, Kubernetes
3. Cloud: AWS (EC2, Lambda, S3), Google Cloud, Azure
4. Testing: Jest, Cypress, Postman
5. CI/CD: GitHub Actions, GitLab CI, Jenkins

1. Custom Mobile Apps: iOS & Android apps tailored to business needs.
2. Cross-Platform Apps: Single codebase apps with React Native, Flutter, Expo.
3. AI-Powered Apps: Integrate NLP, computer vision, and automation into mobile.
4. E-Commerce & Fintech Apps: Payments, subscriptions, and product catalogs.
5. Social & Chat Apps: Messaging, push notifications, and community features.
6. Healthcare & IoT Apps: Wearables, sensors, and data-driven applications.
7. No-Code Mobile MVPs: Rapid app launch with Adalo, Glide, Draftbit.
8. App Maintenance & Scaling: Continuous updates, cloud deployment, CI/CD.

1. App Builders: Adalo, Glide, Draftbit, Thunkable, Bravo Studio
2. AI-Powered Builders: Lovable AI, Bildr, V0.dev for mobile-first apps
3. Cross-Platform Frameworks: React Native, Expo, Flutter, Ionic
4. Internal Apps: Retool Mobile, Airtable Mobile, Glide Apps

1. Frontend & Mobile: React Native, Expo, Flutter
2. Backend: Node.js, FastAPI, Firebase, Supabase, GraphQL APIs
3. Databases: Firebase Firestore, Supabase Postgres, MongoDB Realm, SQLite
4. Cloud Integration: AWS Amplify, Google Firebase, Azure Mobile Apps

1. Payments: Stripe, PayPal, Apple Pay, Google Pay
2. Authentication: Firebase Auth, Auth0, Cognito, Supabase Auth
3. Push Notifications: Firebase Cloud Messaging (FCM), OneSignal
4. Deployment: App Store, Google Play, TestFlight, Expo EAS Build