UB

Udit Bahuguna

As a Data Scientist, I am driven by a determined ambition to unravel complex challenges, applying a logical and resourceful approach to problem-solving. My resilience ensures I navigate obstacles effectively, always focusing on pragmatic solutions and structured execution to deliver impactful, data-driven results.

Work style

Hybrid, Remote

Identity verified by DigiLocker
Contact details — on requestProof of Work — on request

Experience

S

Data Scientist

Sunlux Technovation · May 2025 – Present

Not yet confirmed
  • Collected and analyzed high-volume, live multivariate sensor data (temperature, pressure, flow rate) to monitor boiler system performance and detect operational anomalies across multiple subsystems.
  • Engineered data cleaning and preprocessing pipelines using Python, Pandas, and NumPy, handling missing values, outlier treatment, and normalization to improve sensor data accuracy and consistency.
  • Applied unsupervised anomaly detection techniques including Isolation Forest, DBSCAN, and Local Outlier Factor to identify fault patterns without labeled failure data.
  • Created exploratory data analysis workflows and time-series visualizations using Matplotlib and Seaborn to communicate insights to engineering stakeholders.
  • Developed automated monitoring scripts using rolling statistics and threshold-based alerting to promptly flag abnormal sensor readings and reduce manual monitoring effort.
  • Integrated FMUs and OPC UA data acquisition pipelines, designed scalable ETL processes, leveraged Memcache for in-memory caching, and validated end-to-end data integrity across simulator and database layers.
P

Data Analyst

PwC US Advisory · Jan 2021 – Jan 2023

Not yet confirmed
  • Built scalable data pipelines and machine learning models for anomaly detection and forecasting, improving data accuracy and accessibility for downstream teams.
  • Optimized data workflows, developed reporting dashboards, and conducted regression testing to maintain reliable analytics.
  • Designed data models, ML-based recommendation systems, and custom solutions to strengthen reporting and data flow within Salesforce and other platforms.
  • Led data quality assessments and governance initiatives to support better decision-making and automation.
Defence Research & Development Organisation (DRDO)

Intern

Defence Research & Development Organisation (DRDO) · Jul 2020 – Sep 2020

Not yet confirmed

Skills 0 proven through work

Also works with

Image AuditingAdaptabilityProblem SolvingOn-time DeliverySoftware Quality AssuranceArtificial Intelligence FundamentalsTeamworkBusiness Logic ImplementationEmbedded C ProgrammingSecurity ArchitectureBiometric AuthenticationImage CroppingData AugmentationMask R-CNN ModelingEdge DetectionImage SegmentationSignal Noise ReductionFeature ExtractionDisease Detection ModelingDashboard UI DesignImage ProcessingRegression Metric InterpretationHandling Data ImbalanceF1 Score InterpretationRecall Metric InterpretationPrecision Metric InterpretationAI Model TestingModel Training ExecutionData CategorizationOverfitting Detection and MitigationModel Metric Selection & InterpretationTrain-Test Split ValidationData PreprocessingTabular Data Cleaning & ValidationModel-Based ImputationAnomaly DetectionSensor Data ProcessingWorking with CSV FilesMachine Data Ingestion DesignData Visualizationpandas UsagePython DevelopmentAI Platform DevelopmentCloud ComputingPredictive MaintenanceTime Series Trend AnalysisRandom Forest ModelingRegression AnalysisClassification ModelingModel Architecture SelectionMachine Learning ApplicationData Science

Proof of Work

Proof of Work

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Education

MS/M.Sc(Science), Computers

Monash University, Australia · 2023 — 2025

B.Tech / B.E., Electronics and Telecommunication Engineering

New Horizon College of Education, Bangalore · 2016 — 2020

Contact details

Contact details

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