Nitya
As a Software Engineer, I approach complex challenges with a logical and pragmatic mindset, driven by a deep curiosity to understand systems and an ambition to build effective solutions. I am highly accountable for my work, focusing intently to deliver reliable and impactful results.
Contact details — on requestProof of Work — on request
Experience
F
Software Engineer
FourKites · Jun 2024 – May 2025
- Engineered a GenAI-powered pipeline (LangChain, LangGraph) for Bill of Lading extraction, reducing manual effort by 60% and enabling scalable processing; stored structured outputs in MongoDB.
- Automated port route data extraction using Selenium and designed a PostgreSQL schema for 23,000+ routes, supporting scalable ingestion with indexed, low-latency retrieval.
- Designed and deployed a production-grade REST API for voyage distance computation, reducing route selection errors and improving decision accuracy across logistics workflows.
- Identified and resolved a P2 security vulnerability by implementing role-based access control(RBAC), reducing unauthorized access risk while improving query performance by 30%.
- Implemented retry logic and fault-tolerant event handling, lowering failure rates by 40% under high load.
- Increased test coverage to 85-95% (PyTest), minimizing production bugs by 40% and improving release stability.
- Enhanced EDI data pipelines, achieving 90% synchronization accuracy across 15+ carrier systems, improving data consistency for downstream tracking systems.
- Enhanced carbon emissions pipeline, improving accuracy by 15% for 20K+ records.
T
Data Scientist Intern
Technocolabs Software · May 2023 – Jul 2023
- Built an end-to-end ML pipeline for credit risk prediction, achieving 96.07% accuracy, enhancing loan decision reliability.
- Coordinated a team of 4 interns to develop a reusable preprocessing pipeline, reducing training time by 35% and improving scalability.
- Applied feature selection (mutual information) and PCA, boosting model performance by 12%.
Skills 0 proven through work
Also works with
Cost-Benefit AnalysisSoftware Development PracticesTechnical Skill DevelopmentProduction System MonitoringMutual Information Feature SelectionBenchmarking ExecutionEvaluation Framework DesignHybrid System DesignDocument Layout AnalysisAI Output Post-processingPDF Library UsageDatabase TestingEDI ReprocessingPytest AutomationRuby ProgrammingSelf-Directed LearningTool Adoption Change ManagementFeasibility and Impact AssessmentDecision MakingMentoring and Peer CoachingRoot Cause AnalysisEnd-to-End System UnderstandingBug FixingUser Story ImplementationProject TrackingWorkflow Design (Process Mapping)Structured Work ApproachGoal setting (defining key results)AdaptabilityWork Planning and PrioritizationRapid Technology OnboardingArchitectural DesignAI Concept DevelopmentAI Solution ImplementationProduct DevelopmentTaking OwnershipData Analysis Application DevelopmentProblem SolvingTeamworkMachine Learning Model DeploymentModel Metric Selection & InterpretationHyperparameter TuningK-Fold Cross-ValidationK-Means ClusteringRandom Forest ModelingLogistic Regression ModelingModel Selection Trade-Off AnalysisFeature SelectionExploratory Data Analysis (EDA)Feature EngineeringAnomaly DetectionTabular Data Cleaning & ValidationCredit Risk AnalysisApplication MonitoringPattern RecognitionPerformance Metrics AnalysisCustom Metric DesignRule-Based Decision Logic ImplementationScalable System DesignFault-Tolerant System DesignWorkflow Automation (Spreadsheet-Based)ETL Pipeline DevelopmentAPI IntegrationData PreprocessingPrompt EngineeringDocument Intelligence Platform DevelopmentAI Workflow AutomationData Integrity ManagementHandling Data SparsityData Unification and NormalizationData ValidationJSON Data HandlingLangGraph Framework UsageLangChain Framework UsageOCR System DevelopmentMachine Learning ApplicationRBAC Module DevelopmentWeb Application Security ImplementationLogistics System DevelopmentTechnical DocumentationREST API Endpoint DevelopmentAutomation Test DevelopmentPostgreSQL Database UsageData CollectionLow-Level System DesignData ModelingGeospatial Distance CalculationProof of Concept DevelopmentMongoDBLLM-based Data ExtractionGenerative AI ApplicationFull-stack DevelopmentGo ProgrammingData EngineeringBackend Development
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Education
Bachelor of Technology, Computer Science with specialization in Data Science
Indian Institute of Information Technology (IIIT) Sri City · 2020 — 2024
Contact details
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