Experience

AI Engineer

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

AI Consultant

Dataropes.ai🔗
2024 - 2025
  • Worked with a Data Science team in close collaboration with Data Engineers, contributing to AI/ML product development from concept to deployment.
  • Fine-tuned LLaMA2 to convert natural language into structured YAML configurations with high accuracy.
  • Developed an Order Management System using Microsoft Agentic Framework AG2 (formerly Autogen) with integrated APIs for automated order operations.
  • Created an AI Recruitment Assistant enabling companies to find candidates through natural language conversation, eliminating the need for manual searches.
  • Built a data formatting pipeline powered by LLMs with validation checks for standardized outputs.
  • Delivered data analytics platforms for visual insights on business data, empowering managers to analyze metrics without combing through raw tables.
  • Implemented RAG-enhanced pipelines, improving LLM response accuracy by 35% and reducing hallucinations in long-context tasks.
  • Specialized in agentic AI architectures, streamlining multi-step decision flows and automating complex workflows, resulting in a 40% reduction in manual intervention.

AI Consultant

Fiverr - Freelance
2024 - Present
  • Delivered AI/ML and NLP solutions on Fiverr, achieving a 90% increase in client satisfaction.
  • Provided end-to-end consultancy, guiding clients from project scoping to deployment for maximum business impact.
  • Employed diverse classification and regression algorithms to conduct experiments, optimizing model performance and accuracy.
  • Debugged and optimized AI/ML systems to ensure reliability and scalability.
  • Designed agentic workflows to automate complex processes.
  • 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 profile