Hi, I'm Akanksha👋
I'm an AI Engineer, and Data Scientist with a passion for blending state-of-the-art technology with genuine human impact—always with a smart seasoning of business rules and real-world context. Armed with a Master's in Artificial Intelligence and Business Analytics from the University of South Florida, I've built my career around solving real-world problems—starting from analyzing challenges and gathering requirements to developing ML, DL, and Generative AI models, engineering cloud data pipelines, and deploying next-generation AI solutions in the cloud.
I love crafting intelligent products with tools like LangChain, Hugging Face Transformers, Vision Transformers, advanced LLMs, dynamic RAG pipelines, and seamless API integration—bringing it all to life on cloud platforms like AWS SageMaker, rolling out real-time endpoints and scalable deployment with Docker containers. 🚀☁️🐳
Whether it's orchestrating multi-agent systems, fine-tuning LLMs with QLoRA, or implementing MLOps best practices, I thrive on building robust, explainable AI that's truly ready for business. I design MCP Autonomous Agents with OpenAI, build agentic RAG pipelines with FAISS, ChromaDB, and AstraDB, and engineer multi-agent frameworks with Strands,CrewAI, LangGraph, and AutoGen—where specialized agents collaborate, reason, and delegate tasks.
In Machine Learning, I've delivered production models for churn prediction, fraud detection, pricing optimization, and sentiment analysis using Random Forest, XGBoost, and Gradient Boosting. On the Deep Learning side, I've built advanced classification models with CNNs, RNNs, and Vision Transformers.
When I'm not exploring new tech, you'll find me behind a camera 📷 or sharing creative stories online— because I believe every great solution starts with a spark of curiosity and a little creativity. ✨
