MG
MEDHASWI GUTTI
Contact details — on requestProof of Work — on request
Experience
R
Freelance AI Engineer
ReveloSoft Pvt Ltd · Oct 2025 – Present
- Contributed to building and maintaining three AI products at ReveloSoft Pvt Ltd: TomAndJerry.ai (dual-agent hiring platform), CreditDoctor - creditdoctor.in (AI credit score improvement tool), and an enterprise RAG knowledge chatbot - working across LangChain-based agent workflows and RAG pipelines.
- Built LLM-powered conversational agents with tool-use, memory, and multi-turn dialogue for TomAndJerry.ai - powering the Tom (student-facing) and Jerry (recruiter-facing) agents that share a PostgreSQL talent graph and Redis message bus.
- Worked on CreditDoctor's document analysis pipeline using Azure Document Intelligence and GPT-40 to extract structured data from credit reports and generate personalised score improvement insights and simulations.
- Developed RAG pipelines for the enterprise knowledge chatbot document ingestion, text chunking, vector embedding with OpenAI APIs, and semantic retrieval using Pinecone and pgvector.
- Wrote and iterated on prompt templates and structured output schemas (JSON mode) to improve LLM response quality; integrated AI backend services (FastAPI, Node.js) with React/TypeScript frontend, deployed on Azure.
T
Machine Learning Engineer
TAO Digital Solutions · Oct 2024 – Sep 2025
- Developed and trained NLP models in Python for text classification and entity extraction tasks; applied TF-IDF vectorisation with Logistic Regression for multi-class classification, and evaluated performance using F1-score and precision/recall metrics.
- Built the QueryClassifier to eliminate manual support query triage a multi-class model that automatically routes incoming customer queries to the correct department by classifying intent using TF-IDF features and a tuned Logistic Regression classifier; iterated on the model through cross-validation and hyperparameter tuning with Scikit-learn.
- Contributed to IntelliDoc, an AI-powered document assistant built with LangChain and Pinecone worked on document ingestion, chunking, vector retrieval, and GPT-based answer generation for internal knowledge queries.
- Supported model performance reporting using Matplotlib and Power BI dashboards; incorporated team feedback into model retraining cycles and pipeline improvements.
K
Full Stack Developer Intern
Kodnest Technologies Pvt. Ltd. · Dec 2023 – Sep 2024
- Built and styled web pages and UI components using HTML5, CSS3, JavaScript, and React under mentor supervision.
- Worked on REST API integration tasks using Python and Node.js, connecting frontend components to backend data sources.
- Developed a personal portfolio website with a responsive layout, CSS Flexbox/Grid, and scroll animations.
- Practised core programming concepts - OOP, data structures, and debugging - through daily assignments and peer code reviews.
Skills 0 proven through work
Also works with
Haiku LLM UsageCertification RecommendationFunctional TestingAI Workflow AutomationBackend TroubleshootingApplication Performance OptimizationTechnical TroubleshootingReceiving and Incorporating FeedbackClean Code PracticesProblem SolvingFeature IntegrationScalable System DesignTechnical Task ExecutionWork Planning and PrioritizationInformation AccessibilityTask AutomationQuery Relevance OptimizationProduction-Grade System DesignReliabilityUser Experience ImprovementLLM Application IntegrationIntelligent Document ProcessingAI Solution DesignRequirements AnalysisProduct DevelopmentAI Pipeline DevelopmentRetrieval-Augmented GenerationKeyword-based RetrievalPinecone Vector Database UsageData CollectionETL Pipeline DevelopmentChatbot DevelopmentSalesforce CRMREST API Endpoint DevelopmentData Structures and AlgorithmsObject-Oriented ProgrammingCSS AnimationBackend DevelopmentNode.js DevelopmentPython DevelopmentAPI IntegrationJavaScript DevelopmentCSSHTMLUI Implementation from DesignSpring BootAI GroundingSemantic SearchVector Database UsageLLM Cost OptimisationLarge Language Model ConceptsEmbedding GenerationDocument ChunkingPython-Docx Library UsagePDF Library UsageAI Solution ImplementationQuestion Answering System DevelopmentSupervised LearningClassification ModelingReal-time Prediction ImplementationMachine Learning Model DeploymentModel Training ExecutionFeature EngineeringText Feature ExtractionText PreprocessingText ClassificationDockerTypeScript DevelopmentReact DevelopmentAzure DeploymentRedis Cache ImplementationPrompt EngineeringAzure Blob Storage IntegrationH2 Database UsagePostgreSQL Database UsageLangChain Framework UsageFastAPI DevelopmentSpeech RecognitionOpenAI UsageAI Interview Feature DevelopmentResume GenerationAI Agent Development
Proof of Work
Proof of Work
MEDHASWI shares this with people who ask. You'll hear back either way.
Education
B.Tech, Computer Science & Engineering
Sri Vasavi Institute of Engineering & Technology, Nandamuru · 2021 — 2024
Diploma, Electronics & Communication Engineering
Government Polytechnic for Women, Nandigama · 2018 — 2021
Contact details
Contact details
MEDHASWI shares this with people who ask. You'll hear back either way.
What drives their work
The Architect
Designs and constructs robust, scalable AI systems.
MEDHASWI's superpower
You excel at transforming complex business needs into practical, production-ready AI solutions with a clear vision for scalability.
How MEDHASWI works
You are best suited for roles in teams focused on developing and deploying robust, scalable AI-driven products and features.
Ask about this candidate
AI responses may contain errors. Proof status and source information are provided by Proof of Skill.
A Proof CV — one profile, kept current, with the proof attached. Back to the portal