SHUNMUGAPRIYA SWAMY

Fähigkeiten und Kenntnisse

Apache Kafka
A360
Blue Prism
Apache Kafka (Producer–Consumer Architecture)
Adversarial / Red-Team Testing
C#
Apache Spark
Data Minimization & Pseudonymization
Core Java
Assist Edge RPA
Databases
Data Mining
Core ML
Audit Logging & Retention Policies
Data Modeling
Cosine Similarity
Decision-Making
Automation Anywhere
Data Preparation
Data Analysis
Deep Learning
Automation Design
Data Cleaning
Data Preprocessing
DistilBERT
AWS Cloud
Data Engineering
Data Science
EU AI Act (High-Risk AI Systems)
BERT (Language Model)
Data Enrichment
Data Storytelling
Bias Auditing & Subgroup Analysis
Extract, Transform, Load (ETL)
Data Extraction
Data Transformation
Fairness Metrics (Equal Opportunity / TPR Parity, Statistical Parity)
GDPR (Art. 22 – Automated Decision-Making)
LIME (Local Interpretable Model-Agnostic Explanations)
Data Visualization
Feature Engineering
GloVe Embeddings
Data-Driven Insights
Logistic Regression
Google Cloud Platform (GCP)
Feature Engineering (Sparse + Dense Features)
Logistic Regression (Interpretable Models)
PostgreSQL
Human-in-the-Loop Decision Systems
Feature Selection
Predictive Analytics
Machine Learning
Input Validation & Anomaly Detection
Scikit-Learn
Predictive Modeling
Model Calibration Analysis
J2EE
Sentiment Analysis
Python
Team Leadership
Model Evaluation (Accuracy, Precision, Recall, F1, Confusion Matrix)
Java
SHAP (Conceptual / Planned Global Explainability)
Team Management
Natural Language Processing (NLP)
Python (Programming Language)
k-means clustering
SQL
Text Classification
Real-time Data Pipelines
Neural Networks
Keyword Stuffing Detection
Text Generation
SQL Server Management Studio
Regression Analysis
NLTK
Level of Detail (LOD)
Statistical Data Analysis
Text Preprocessing (Tokenization, POS tagging, Lemmatization, Stopword Removal)
REST APIs
pandas, NumPy
Text Similarity & Semantic Matching
Stratified K-Fold Cross-Validation
Robotic Process Automation (RPA)
TF-IDF Vectorization (High-dimensional sparse data)
Supervised Learning
SAS Visual Analytics
Topic Modeling
Time Series Forecasting
Table Calculation
Transformers
Time-Series Data Processing
Tableau
Trend Analysis
Time-Series Forecasting
Ui path
Visual Basic for Applications (VBA)
What-If / Counterfactual Analysis
Word Embeddings (300-D GloVe, spaCy)
XGBoost Regression

Werdegang

Berufserfahrung von SHUNMUGAPRIYA SWAMY

  • 3 Monate, Apr. 2026 - Juni 2026

    Intern

    Porsche AG

  • 1 Jahr und 4 Monate, Juli 2023 - Okt. 2024

    Technology Lead

    Infosys

    Infosys Pvt Ltd | Tech Lead Client: Intel • Led team on Intel’s network operations by monitoring service availability, measuring downtime, and restarting critical services, while using Spark-based workflows to manage traffic pools and ensure stable system performance. • Applied governance and rule-based processing on network logs and telemetry data before SQL ingestion, improving visibility into operatio

  • 3 Jahre und 4 Monate, März 2020 - Juni 2023

    Technology Analyst

    Infosys

    Infosys Pvt Ltd | Technology Analyst Clients: Coca-Cola Japan & Kraft Heinz • Designed rule-driven ETL workflows to cleanse, validate, and standardize diverse datasets before loading them into SQL-based analytics systems, enabling secure and consistent downstream processing for finance, HR, and supply-chain teams. • Automated repetitive operational tasks using Python, improving processing speed and strengthening data accuracy while supporting each client’s

  • 1 Jahr und 2 Monate, Feb. 2019 - März 2020

    Senior System Engineer

    Infosys

    Infosys Pvt Ltd | Senior System Engnieer Client: Cisco • Worked extensively with Cisco’s mainframe environments to manage backend access provisioning using C#, while also using SQL queries to safely deallocate or update access controls in accordance with internal security standards. • Implemented structured business rules on system-generated data and integrated automated validations, improving accuracy, reducing access

  • 2 Jahre und 2 Monate, Jan. 2017 - Feb. 2019

    System Engineer

    Infosys

    Infosys Pvt Ltd | System Engnieer Client: Coca-Cola Japan • Maintained and enhanced the customer ticketing system by validating purchase-order calculations through VBA logic and later automating these workflows using Python API integrations for faster, more accurate processing. • Applied rule-based checks on extracted customer and transaction data before loading it into SQL Management Studio, ensuring compliance, data integrity, and secure hand

  • 6 Monate, Aug. 2016 - Jan. 2017

    System Engnieer Trainee

    Infosys

    Trained in Python, Java and C# , Bachelors internship in Voice Based web browser in Python.

Ausbildung von SHUNMUGAPRIYA SWAMY

  • 2 Jahre, Okt. 2024 - Sep. 2026

    Master of Science - MS

    SRH University

  • 2012 - 2016

    Engineer’s Degree

    Velammal Institute Of Technology

Sprachen

  • German B1

    B1-B2 (Gute Kenntnisse)

  • Deutsch

    B1-B2 (Gute Kenntnisse)

  • Englisch

    C1 (Fließend)

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