Akash is a dynamic Software Engineer with a focus on Generative AI and backend development. He has experience across the full lifecycle of AI application development, from backend APIs to deployment. His expertise includes integrating complex AI models into production systems and building scalable data pipelines. Akash is committed to delivering cost-effective and compliant AI solutions.
Developed and deployed an enterprise-level Generative AI enablement framework (RAISE).
Built and optimized scalable data pipelines using Databricks for real-time AI-driven workflows.
Implemented AI logic for ticket classification and automated escalation in a production system.
Built RAISE + Service Channel AI Ticket + Intelex AI RFP for Fortive
Overview: An enterprise-level initiative streamlining Generative AI development and deployment. Responsibilities: Designed robust Flask-based RESTful APIs to support RAISE UI components. Built and optimized scalable data pipelines using Databricks for real-time AI-driven workflows. Integrated LangChain to deliver reliable and explainable Generative AI outputs. Focused on cost-efficient LLM management and industrial-scale GenAI adoption.
Overview: A full-stack AI-based customer complaint resolution system built for automating ticket tracking and response. Responsibilities: Developed intelligent chatbot using fine-tuned OpenAI models for customer interactions. Implemented AI logic for ticket classification, prioritization, and automated escalation. Integrated chatbot frontend with Flask-based backend APIs for real-time response generation.
Key outcomes:
Reduced average query resolution time and boosted agent productivity through NLP-enabled automation.
Overview: An AI solution built for Fortive to streamline and accelerate RFP evaluation and response generation. Responsibilities: Developed application backend using Flask with advanced integration of OpenAI GPT models. Built custom NLP pipelines to extract and categorize client requirements, vendor capabilities, and compliance metrics.
Akash Dey
AI/ML Engineer