Swaleha Parveen — Lead ML Engineer

I’m passionate about building agentic AI systems and intelligent productivity tools using multi-agent workflows, Retrieval-Augmented Generation (RAG), and LLM orchestration. My work revolves around designing autonomous AI agents, workflow automation, and custom AI assistants to enhance efficiency across diverse use cases. 🔹 AI & Machine Learning Expertise - Autonomous Agents: Developing self-directed AI systems for task execution using frameworks like CrewAI, AutoGen, and LlamaIndex. - NLP & LLMs: Leveraging HuggingFace Transformers, OpenAI, LangChain, and LlamaIndex for advanced language understanding and generation. - ML/DL: Proficient in PyTorch, TensorFlow, Keras, and Scikit-Learn for building and deploying machine learning models. - MLOps: Implementing model tracking and deployment pipelines with MLflow. 🔹 Cloud & Infrastructure - Cloud-Native AI: Building scalable AI/ML solutions on Azure, and GCP - Infrastructure as Code: Managing deployments using Docker - Vector & Graph Databases: Working with FAISS, ChromaDB, and Pinecone for efficient data retrieval. - Data Engineering: Optimizing relational (PostgreSQL, MySQL) and NoSQL (MongoDB) databases for AI applications. 🔹 Full-Stack AI Development - API & Backend: Developing AI-powered APIs with FastAPI and deploying on HuggingFace Spaces - Interactive Tools: Building dashboards using Streamlit, Gradio, and Tableau - Web Scraping & Automation: Extracting and processing data with BeautifulSoup, Selenium, and Requests* 🔹 Productivity & Compliance - AI-Powered Documentation Creating precise technical resources for AI and data products. - Prompt Engineering: Fine-tuning generative AI outputs for accuracy and relevance. 🚀 Current Focus: - Experimenting with multi-agent collaboration for workflow automation. - Enhancing RAG architectures for enterprise knowledge management. - Optimizing LLM performance through efficient dataset structuring and retrieval. Let’s connect and explore how AI can drive innovation!

Stackforce AI infers this person is a specialist in AI safety and autonomous systems development.

Experience: 5 yrs 4 mos