TK

Tharun Kumar Reddy

Open to

Hyderabad · Bangalore · Chennai

Work style

hybrid, remote, onsite

Contact details — on requestProof of Work — on request

Experience

D

AI Engineer

DVK Software · Aug 2025 – Present

Not yet confirmed
  • Developed a LangGraph-based Agentic AI system for customer issue classification, order verification, payment analysis, and resolution.
  • Implemented conditional workflows, tool calling, RAG-based policy retrieval, and state management.
  • Added human-in-the-loop approval for high-risk refund operations and implemented retries and error handling.
  • Improved workflow reliability and observability using LangSmith tracing, logging, and monitoring.
  • Impact: Automated multiple customer-support decisions and reduced manual intervention while maintaining human approval for sensitive financial actions.
E

AI Engineer

Enterprise IT Research & Intelligence · Aug 2024 – Jul 2025

Not yet confirmed
  • Developed a multi-agent research platform that automates enterprise technology research and report generation.
  • Built specialized Search, Reader, Writer, and Critic agents for information retrieval, extraction, report generation, and quality evaluation.
  • Integrated Tavily and BeautifulSoup for real-time web research and content extraction.
  • Implemented shared state and automated the complete research → extraction → report → evaluation workflow.
  • Impact: Reduced manual research effort by automating information gathering, report preparation, and quality review through coordinated AI agents.
M

AI/ML Engineer

Medical Knowledge & Clinical Decision Support RAG System · Jan 2023 – Jul 2024

Not yet confirmed
  • Developed a medical RAG assistant for retrieving information from clinical guidelines, research papers, drug information, and healthcare protocols.
  • Built document ingestion, chunking, embeddings, semantic/hybrid retrieval, and reranking pipelines.
  • Improved response reliability through grounded generation, source citations, and hallucination mitigation.
  • Developed the application using Streamlit and APIs, with RAG evaluation and Docker/AWS deployment.
  • Impact: Automated medical information retrieval and reduced dependency on manual document searching while improving response traceability and retrieval relevance.
E

AI/ML Engineer

E-Commerce Sales Forecasting & Demand Prediction System · Sep 2021 – Dec 2022

Not yet confirmed
  • Developed an ML-based sales forecasting system using historical sales and business factors such as price, discount, advertising spend, and website traffic.
  • Performed data preprocessing and feature engineering and developed a Multiple Linear Regression model.
  • Evaluated predictions using MAE, MSE, RMSE, and R2 and analyzed factors influencing sales.
  • Impact: Automated sales prediction and reduced manual analysis effort, supporting faster sales planning, demand estimation, and inventory decisions.

Skills 0 proven through work

Also works with

Medical Information RetrievalAnalytical ThinkingAI Workflow AutomationTechnical TroubleshootingMachine Learning ApplicationPython DevelopmentAsking Good QuestionsClean Code PracticesSolution SimplificationAdaptabilityTeamworkProblem SolvingIndependent WorkProduction Deployment VerificationReliability ImprovementDecision Support System DevelopmentTaking OwnershipCloud ComputingLarge Language Model ConceptsLangChain Framework UsageRagas Framework UsageLLM Output Verification and ValidationLLM-as-a-Judge EvaluationRetrieval Quality EvaluationRe-rankingEmbedding GenerationDocument ChunkingAI Hallucination DetectionAI Bias MitigationEvidence TraceabilityModel Selection Trade-Off AnalysisLow-Latency System OptimizationCost-Saving Initiative ManagementSystem TestingEvidence VerificationPrompt EngineeringScalable System DesignModular System DesignProcess ImprovementPresenting BenefitsReceiving and Incorporating FeedbackStakeholder Communication AdaptationEffective CommunicationLangsmith UsageRetry Logic ImplementationError HandlingHuman-in-the-Loop Review DesignInput Validation ImplementationWork Planning and PrioritizationMulti-Agent System IntegrationLangGraph Framework UsageCustomer Support System DevelopmentRetrieval-Augmented GenerationAI Agent DevelopmentAI Solution Implementation

Proof of Work

Proof of Work

Tharun shares this with people who ask. You'll hear back either way.

Education

Bachelor of Technology, Information Technology

JNTU Anantapur University, Sree Vidyanikethan Engineering College · 2017 — 2021

Contact details

Contact details

Tharun shares this with people who ask. You'll hear back either way.

What drives their work

The Architect — Builds what holds

The Architect

Designs and refines systems to ensure their foundational integrity and practical impact.

Tharun's superpower

You excel at designing robust and scalable AI systems that deliver reliable, production-ready solutions.

How Tharun works

You are well-suited for roles in teams that value robust system design, technical excellence, and practical application of AI technologies.

Ask about this candidate

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