Experience (~2 Years)

AI Engineer

SkyElectric Pvt. Ltd🔗
2025 - Present
  • Built Machine Learning pipeline to forecast system performance metrics.
  • Built on top of LangChain using agentic design and prompting, integrating multiple databases via GraphQL APIs.
  • Continuously debug and optimize the system, ensuring peak performance and reliability as the product evolves over time.
  • Optimized LLM context windows, reduced hallucinations, and implemented tool-argument validation to ensure accurate responses.
  • Led the end-to-end development of SkyChat AI Assistant, a role-based agent enabling internal teams and customers to query solar system data.
  • Collaborated closely with AI, Software, Data, and DevOps Engineers to take SkyChat from concept to a fully running beta product as a solo developer.

Associate Consultant AI

Dataropes.ai🔗
Aug. 2024 - Dec. 2024
  • Fine-tuned LLaMA2 to convert natural language into structured YAML configurations.
  • Built a data formatting pipeline powered by LLMs with validation checks for standardized outputs.
  • Worked with Data Science team in close collaboration with Data Engineers, contributing to AI/ML product development.
  • Implemented RAG pipelines, improving LLM response accuracy by 35% and reducing hallucinations in long-context tasks.
  • Designed an agentic architecture, streamlining multi-step decision and complex workflows, resulting in a 40% reduction in costs.
  • Developed an Order Management System using Agentic Framework AG2 (Autogen) with integrated APIs for automated order operations.
  • Delivered data analytics project for visual insights on business data, empowering managers to analyze metrics without combing through raw tables.
  • Worked on AI Recruitment Assistant enabling companies to find candidates through natural language conversation, eliminating the need for manual searches.

Full Stack AI/ML Engineer

Freelance
2024 - Present
  • Designed agentic workflows to automate complex processes.
  • Debugged and optimized code to ensure reliability and scalability.
  • Delivered AI/ML solutions, achieving a 90% increase in client satisfaction.
  • Used different classification and regression models to run experiments and improve model accuracy.
  • Provided end-to-end consultancy, guiding clients from project scoping to deployment for maximum business impact.
  • Built chatbots and full-stack AI-integrated products, combining frontend, backend, and AI models into seamless production-ready solutions.

For more details about my professional experience, visit my LinkedIn