Sumit Banik

About

Hi there! 👋 I’m a Generative AI Consultant specializing in building and automating intelligent AI agents using state-of-the-art technologies like OpenAI, LangChain, and custom LLM pipelines. With a strong background in AI research and hands-on experience deploying real-world GenAI solutions, I help businesses and startups turn complex ideas into automated, scalable systems — faster and smarter. What I offer: ✅ AI Agent Design & Automation (LangChain, AutoGen, CrewAI) ✅ MCP Server Development (FastMCP) ✅ Custom GPT Solutions (chatbots, copilots, domain-specific agents) ✅ LLM Evaluation, Prompt Engineering & Fine-Tuning ✅ Research-backed AI Strategy & Use Case Discovery ✅ API Integrations & Workflow Automation Whether you're looking to build a smart assistant, automate internal processes, or explore what GenAI can do for your business, I'm here to deliver reliable, research-driven results. Let’s talk about how we can bring your AI vision to life. ⚡

Experience

• Senior GenAI Data Scientist · LTIMindTree2024-10-01 –

  Developed and maintained a Model Context Protocol (MCP) server using Python SDK to proactively fetch and process real-time tax alerts, enhancing risk management and compliance monitoring. Engineered and deployed a Generative AI-powered Agent for Cross Border Adjust Mechanism (CBAM), leveraging Python and NLP to automate tax compliance workflows, significantly improving efficiency and accuracy. Architected a GenAI Agent for Transfer Pricing - Amount B, utilizing Python for both qualitative and quantitative analysis, optimizing tax calculations and ensuring global regulatory compliance. Collaborated with cross-functional teams (business analysts, Python engineers, product managers) to integrate Generative AI solutions (NLP, NLG) into strategic projects, aligning with business objectives and delivering measurable client success. Led technical workshops and training sessions on Generative AI best practices, empowering teams to leverage AI in Python for complex business challenges.

• GenAI Mentor and Instructor · Superprof2023-08-01 –

  As a Generative AI Mentor and Instructor, I lead comprehensive training programs focused on leveraging cutting-edge GenAI tools and concepts. My curriculum covers neural networks, machine learning models, and AI-driven creativity, with an emphasis on ethical and innovative applications across various industries.

• GenAI Consultant · Powertrack Africa2024-02-01 – 2025-05-01

  Led the team of developing the GenAI enabled Logistics and Telemetry Solution.

• Product Software AI Engineer · Capgemini Engineering2023-12-01 – 2024-10-01

  I participated in a one-month on-site assignment in Chengdu, China, collaborating with the local team on a critical project. I led the development of Proof-of-Concept (PoC) applications utilizing Generative AI, focusing on hands-on work with Langchain, LLM fine-tuning, and Retrieval-Augmented Generation (RAG) techniques. Proactively upskilled in Generative AI technologies, applying new skills to enhance project outcomes and contribute to innovative AI-driven applications. Collaborated across teams to integrate Generative AI solutions into existing workflows, optimizing processes and improving software delivery efficiency.

• Software Engineer · Amdocs2020-09-01 – 2023-12-01

  Led deployment of critical ONAP components in Kubernetes environments, ensuring seamless integration and orchestration for improved performance and scalability. Developed efficient Gitlab CI/CD pipelines, enabling rapid, error-free deployments across multiple namespaces and boosting organizational agility. Implemented automated reporting systems in Python, reducing test suite failure reporting time by 70% and improving communication via Slack and JIRA. Designed and developed automated REST API test cases for health checks, component, and integration tests, enhancing system reliability. Created a Kibana dashboard for real-time visualization of automated test suite results, enabling proactive monitoring and troubleshooting.

Education

• Siliguri Institute of TechnologyBachelor of Technology - BTech, Computer Science
• Army Public School BengdubiSenior Secondary
• Mahbert High SchoolSecondary

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