Resume

Tarkeshwar Narayan Sharma

Senior Generative AI Engineer

I build production AI systems across RAG, agentic workflows, computer vision, search, and recommendation platforms.

Core Profile

  • Production RAG and LLM systems with evaluation and guardrails.
  • AI agents for logistics, pricing, education, and operations workflows.
  • Computer vision and multimodal pipelines for inspection automation.
  • Semantic search, vector retrieval, and recommendation systems.

42%

Cost reduction

43%

Engagement lift

100+

Concurrent jobs

95%+

Success rate

Experience

Senior Generative AI Engineer

Mar 2026 - Present

Penta Consulting

  • Designing and shipping enterprise generative AI systems: RAG, agentic workflows, and LLM-driven automation.
  • Owning evaluation, guardrails, and production hardening for GenAI products from prototype through launch.

Senior AI/ML Engineer

2024 - Mar 2026

Topsource

  • Built production-grade RAG and agentic AI platforms using AWS Bedrock, OpenSearch, SageMaker, Lambda, and Step Functions.
  • Designed AI inspection, logistics, airline pricing, and multilingual chatbot systems with evaluation and monitoring built in.
  • Delivered systems focused on cost reduction, real-time workflows, safety guardrails, and enterprise-scale reliability.

AI/ML Engineer

2022 - 2023

Statusneo

  • Developed computer vision, sentiment analysis, recommendation, and HR talent-matching systems for enterprise clients.
  • Applied NLP, object detection, knowledge graphs, and personalization to improve operational and product outcomes.

Machine Learning Engineer

2019 - 2020

Ayurs Infotech

  • Built semantic search, recommendation, vector image retrieval, and ticket-classification systems.
  • Improved relevance, reduced operational cost, and automated high-volume decision workflows.

Skills

AI Systems

RAGAI AgentsLLMsPrompt EvaluationDeepEvalGuardrails

Machine Learning

NLPComputer VisionRecommendation SystemsVector SearchYOLO

Engineering

PythonTypeScriptFastAPINext.jsDockerWebSockets

Cloud & Data

AWS BedrockSageMakerOpenSearchLambdaStep FunctionsPostgreSQL