Hi there 👋
I'm Subhagato Adak, a passionate Data Scientist and Product Manager with extensive experience in leveraging statistical modeling, Marekting Mix Modeling, advanced NLP techniques, and generative AI (GenAI) to develop innovative products. My work focuses on bridging the gap between complex technical concepts and actionable business insights, driving strategic decisions that enhance productivity and operational efficiency. With a strong background in leading cross-functional teams and managing end-to-end AI product lifecycles, I am dedicated to pushing the boundaries of AI applications and technology adoption across diverse industries.
I specialize in creating scalable, ethical, and high-impact AI solutions that solve real-world problems. Whether it involves building smart assistants, designing interactive analytical tools, or developing frameworks for efficient NLP and machine learning processes, I am committed to continuous learning and improvement.
- 🔭 I’m currently working on GenAI initiatives, building smart assistants, analytical tools and Marketing Mix methodologies.
- 🌱 I’m currently learning advanced GenAI frameworks, NLP, and scalable AI solutions.
- 👯 I’m looking to collaborate on open-source AI projects, GenAI frameworks, and NLP research.
- 🤔 I’m looking for help with enhancing the scalability and accuracy of AI-driven analytical tools.
- 💬 Ask me about Machine Learning, Deep Learning, NLP, GenAI, or Product Management.
- 📫 How to reach me: LinkedIn or Email.
- Checkout my resume: Resume
- 😄 Pronouns: He/Him
- ⚡ Fun fact: I love playing Tabla and enjoy painting during my free time.
- MarketingMix Pro GPT - https://chatgpt.com/g/g-6804fe2bd3cc8191910f23595b168b9b-marketingmix-pro
- AI-Driven Wealth Management Engine: Enhanced engagement among high-net-worth clients by providing personalized recommendations and insights.
- Insurance Chatbot: A GenAI-powered chatbot that resolved insurance-related queries efficiently, achieving 100% accuracy.
- GenAI Video Analytics Tool: Enables semantic video analysis, transcription, speaker diarization, and intelligent video editing capabilities.
- Speech-to-Speech Shopping Assistant: Improved conversion rates using voice-enabled personalized product recommendations.
- Marketing Chatbot: Get insights from multiple datasets and documents regarding marketing.
- Sales Chatbot: A chatbot for a car manufacturer which talks to different people with different personas.
- Retrieve: A context-aware Cellular Automata retrieval system for dynamically extracting and modeling document interactions.
- Ecosystem: An evolving hub for building advanced AI-driven autonomous agent frameworks and systems.
- Automatic Test Case Generator: AI-driven tool generating automated pytest unit tests from Python source files using GPT-4.
- AI Parliament: Multi-agent framework for solving complex problems through structured hierarchical reasoning and collective decision-making.
- Intent Agent: Modular library supporting hierarchical multi-level intent classification across various LLM providers.
- Prompt Framework: Python package offering flexible frameworks for sophisticated prompt engineering across diverse task scenarios. Package: https://pypi.org/project/Prompt-Framework/
- Marketer: A GenAI based marketing content generator, this tool also allows to make changes to the image generated, overlay texts. Upcoming is video as well. (Checkout my packages)
- MarketMixPro: (Private Repo) Drawing on an exhaustive checklist of 80+ features—from data ingestion and adstock modeling through governance, active learning, and edge‑case robustness. This project includes a number of experts from the industry.
- SuperAnalyzer: (Private Repo) A R shiny app, a super easy to use tool for data analysis and run models in R. My first love!!! (Checkout my packages)
- Project Management Master: (Private Repo) A GenAI based project management tool.
- SmartTravelAPP: Get all the safety, visa and travel tips for a destination using GenAI. https://smarttravelai.streamlit.app/
- Checkeasy LLMChecker: Coming to a classroom near you: instant AI-cheater-spotting! https://checkeasy.streamlit.app
- AutoArchitect: (Private Repo) Just provide your diagram and get the folder structure, placeholders and initial codes.
- Memory Weaver: This is your personal lore archivist—an AI-powered Streamlit app that transforms your journals, tweets, and conversations into a rich, evolving mythos.
- Conversation Segmentation: An app that segments based on the conversations and provides lead probabilities.
- Social Media listening: An app app that analyses the social media data.
- Evaluation Framework: (Private Repo) A GenAI response evaluation framework.
- Scrubbuddy: (Private Repo) A friendly PII scrubber. Easy to use but very powerful!!
- Voice based recommender: (Private Repo) A super cool real time voice based recommender system.
- FeedbackIntegrater: (Private Repo) A realtime feedback integration for GenAI based applications.