Aditya Kumar

Aditya Kumar

Open to

Delhi · Gurgaon · Noida

Work style

remote, on-site

Contact details — on requestProof of Work — on request

Experience

Silver Touch Technologies Ltd

Data Scientist

Silver Touch Technologies Ltd · Nov 2025 – Present

Not yet confirmed
  • • Developed ML-based DNS threat detection system using Random Forest and XGBoost with SHAP explainability to identify trusted/ suspicious DNS activity.
  • • Developed Advanced Threat Detection system to analyze honeypot-generated PCAP traffic using Machine learning models and Zeek and Suricata to identify malicious activity stack for network monitoring, intrusion detection and PCAP forensic analysis.
  • • Built RAG-based document QA system using LangChain and ChromaDB for semantic search over PDFs.
S

Data Scientist

Silver Touch Technology · Nov 2025 – Jul 2026

Not yet confirmed
  • Developed an ML-based DNS threat detection system using Random Forest and XGBoost with SHAP explainability to classify trusted vs suspicious DNS activity.
  • Built an advanced threat detection pipeline analyzing honeypot-generated PCAP traffic with Zeek and Suricata, achieving 97% prediction accuracy for intrusion detection and forensic analysis.
  • Built an end-to-end RAG pipeline using LangChain, Cohere LLM, ChromaDB, and vector embeddings to enable semantic document retrieval and accurate, context-aware question answering over PDF knowledge bases.
HCLTech

Associate Data Scientist

HCLTech · Jan 2024 – Oct 2025

Not yet confirmed
  • Performed data preprocessing, cleaning, and exploratory data analysis (EDA) to generate actionable business insights.
  • Developed predictive ML models (Linear Regression, Decision Trees, XGBoost) to support business forecasting.
  • Optimized model performance through GridSearchCV and cross-validation, improving accuracy and generalization.
  • Built interactive Power BI dashboards to communicate model outputs to non-technical stakeholders.
H

Sterling OMS Analyst

HBC · Aug 2022 – Oct 2023

Not yet confirmed
  • Managed the complete order lifecycle using Sterling OMS, ensuring timely and accurate order processing.
  • Supported OMS configuration and system integration, improving fulfillment workflow efficiency.
  • Performed data analysis for demand forecasting and inventory optimization.
Hudson's Bay Company

IBM Sterling OMS

Hudson's Bay Company · Aug 2022 – Oct 2023

Not yet confirmed
  • • Managed the complete order lifecycle, ensuring timely and accurate order processing.
  • • Assisted with the integration and configuration of Sterling OMS to improve inventory management and fulfilment workflows
  • • Used data analysis to generate insights for demand forecasting and optimizing inventory levels.

Skills 0 proven through work

Also works with

Resource UtilizationIOCs ExtractionFollowing InstructionsOrder Management System DevelopmentData ScienceProduction Deployment VerificationProject CompletionEvaluation Framework DesignTime ManagementWork EfficiencyIndependent WorkDoubt ClarificationTeamworkSelf-Directed LearningInformation ResearchAgile MethodologyAdaptabilityBug FixingUser Story ImplementationAI Pipeline DevelopmentWorkflow Design (Process Mapping)Requirements AnalysisProblem SolvingModel Performance ImprovementHyperparameter TuningK-Fold Cross-ValidationFeature SelectionCustomer Churn PredictionExploratory Data Analysis (EDA)Data ExaminationQuestion Answering System DevelopmentVector Database UsageText EmbeddingBuilding Web ApplicationsAI Model TestingModel Training ExecutionLogistic Regression ModelingXGBoost ModelingRandom Forest ModelingData PreprocessingText Feature ExtractionFeature EngineeringChatbot DevelopmentRetrieval-Augmented GenerationClassification ModelingMachine Learning ApplicationNetwork Traffic AnalysisIntrusion Detection System Development

Proof of Work

Proof of Work

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Education

B.Tech, Information Technology

Dr. A.P.J. Abdul Kalam Technical University (AKTU) · 2018 — 2022

Contact details

Contact details

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