Bibi Sara Kamdod

Availability

Available in 60 days

Contact details — on requestProof of Work — on request

Experience

Associate Software Engineer

BootLabs Technologies Pvt. Ltd. · Oct 2023 – Present

Not yet confirmed

Architecting scalable Al/ML solutions by building end-to-end pipelines spanning data ingestion, feature engineering, model training, evaluation, and deployment.
Leveraging transformer-based models such as BERT and LLMs to develop advanced NLP systems for text classification, intent detection, and information extraction.
Operationalizing machine learning workflows using MLOps practices, enabling continuous integration, monitoring, and performance optimization in production environments.
Engineering Al-driven architectures utilizing Retrieval-Augmented Generation (RAG), agent-based workflows & microservices for complex enterprise applications.
Analyzing large-scale structured and unstructured datasets to enhance model accuracy, automation efficiency, and data-driven decision-making.

Software Engineer

Deevia Software India Pvt. Ltd. · Feb 2023 – Aug 2023

Not yet confirmed

Designed and deployed a time-series machine learning model using TensorFlow and Scikit-learn to predict aviation humidity and weather patterns, improving forecast accuracy by 30%.
Performed data preprocessing, feature engineering, and model evaluation on sequential weather datasets, optimizing model performance for real-time aviation safety applications.

Software Engineer Intern

Quant Masters Technologies Pvt. Ltd. · Sep 2022 – Jan 2023

Not yet confirmed

Built and implemented machine learning models using Python, performing data preprocessing, feature engineering, and exploratory data analysis to derive actionable insights.
Applied core machine learning algorithms and techniques to solve real-world problems, enhancing model performance through iterative testing, evaluation, and optimization.

Skills 0 proven through work

Also works with

AlloyDB UsagePyMuPDF UsageDecision MakingDefining ConstraintsStakeholder Communication AdaptationProduction Environment SupportWork Planning and PrioritizationAI Solution ImplementationSoftware Development PracticesTeam LeadershipApplication DeploymentProof of Concept DevelopmentSolution ConsultingSoftware Architecture PrinciplesModel Performance ImprovementHouse Price Prediction ModelingPython DevelopmentMachine Learning ApplicationTechnical TroubleshootingRegression AnalysisData VisualizationTabular Data Cleaning & ValidationData PreprocessingRegression Metric InterpretationARIMA ModelingForecastingSequence ModelingLLM-based Data ExtractionStructured LoggingAccuracy Metric InterpretationRecall Metric InterpretationPrecision Metric InterpretationEvaluation Framework DesignNatural Language GenerationMachine Learning Model DeploymentReciprocal Rank Fusion ImplementationKeyword-based RetrievalSemantic SearchPrompt Engineeringpgvector UsageBigQuery UsageGoogle Cloud PlatformVector Database UsageText EmbeddingBenchmarking ExecutionDocument ChunkingOCR System DevelopmentPDF4Plumber UsageAPI IntegrationData ExtractionDocument ParsingCron Job SchedulingREST API Endpoint DevelopmentData HandlingUnstructured Data ProcessingData Architecture DesignWorkflow Design (Process Mapping)Process ImprovementClassification ModelingLangChain Framework UsageLangsmith UsageRagas Framework UsageMLOps ImplementationAI Agent DevelopmentLLM Application IntegrationRetrieval-Augmented Generation

Proof of Work

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Education

Bachelor's Degree (BE), Computer Science

STJ Institute of Technology · 2018 — 2022

Links

linkedin.com/in/sara-kamdod-1123591a6

Contact details

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