Soumava Manna

I am a specialized Artificial Intelligence Developer focused on building intelligent, user-facing applications and robust predictive models. With a strong foundation in Computer Science and hands-on industry experience, I transform complex machine learning logic into interactive, accessible, and high-performing solutions.

Core Capabilities & Expertise:

Conversational AI & LLMs: Designing sophisticated chatbots and AI assistants utilizing LangChain, Retrieval-Augmented Generation (RAG), and advanced APIs.

Highlight: Developed a specialized, context-aware university chatbot leveraging RAG architecture and the Gemini API.

Predictive Analytics & Machine Learning: Engineering custom ML models from the ground up using industry-standard libraries like TensorFlow and Scikit-learn.

Highlight: Built and trained a highly accurate customer churn prediction system to drive data-informed business decisions.

End-to-End Application Development: Bridging the gap between backend AI mechanics and front-end usability by rapidly prototyping and deploying data-driven web applications using Python and Streamlit.

Solid Technical Foundation: Backed by practical internship experience at Unlox and Qspider, active participation in Kaggle, and a deep understanding of core Computer Science principles including Data Structures, DBMS, and PL/SQL.

Why Work With Me?
I do not just train models; I build complete, deployable AI software. Whether you need a custom natural language processing tool, a robust recommendation engine, or an intelligent web application, I deliver clean code and scalable solutions tailored to your specific business needs.

Let’s connect to build intelligent applications that drive real value for your project.