
Soumava Manna
Kolkata, India
Soumava Manna
AI & ML Engineer | LLMs, RAG, & Python solutions
Category : Artificial intelligence (AI)
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.
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.
Portfolio
Working hours
- Monday:08h00 To 18h00
- Tuesday:08h00 To 18h00
- Wednesday:08h00 To 18h00
- Thursday:08h00 To 18h00
- Friday:08h00 To 18h00
- Saturday:Not available
- Sunday:Not available
- Do you have a working machine learning model, NLP script, or AI concept but no way for non-technical users to interact with it? I will bridge the gap between your backend logic and a user-friendly ...
- Stop guessing and start using your data to predict future outcomes. I specialize in building custom predictive models—such as customer churn prediction, sales forecasting, or user behavior a ...
- Are you looking to automate customer support or make your internal documents instantly searchable? I will build a custom, highly intelligent AI chatbot tailored specifically to your company's ...
* Engineered automated data pipelines using Python to clean, process, and structure complex datasets for machine learning applications.
* Developed and optimized predictive models (utilizing frameworks like Scikit-learn and TensorFlow) to solve specific business logic problems, strictly monitoring for performance and high accuracy.
* Streamlined model deployment workflows, bridging the gap between raw data analysis and functional AI solutions that can be integrated into broader systems.
* Developed and optimized predictive models (utilizing frameworks like Scikit-learn and TensorFlow) to solve specific business logic problems, strictly monitoring for performance and high accuracy.
* Streamlined model deployment workflows, bridging the gap between raw data analysis and functional AI solutions that can be integrated into broader systems.
* Managed end-to-end AI development cycles, taking projects from the initial data preprocessing and feature engineering stages through to rigorous model evaluation.
* Built automated data systems using Python-based AI frameworks, significantly reducing manual data handling time and improving pipeline efficiency.
* Implemented machine learning algorithms to extract actionable insights from raw data, ensuring all code was clean, scalable, and well-documented for deployment.
* Built automated data systems using Python-based AI frameworks, significantly reducing manual data handling time and improving pipeline efficiency.
* Implemented machine learning algorithms to extract actionable insights from raw data, ensuring all code was clean, scalable, and well-documented for deployment.
- 🇬🇧 English
- 🇮🇳 Hindi
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