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Aryaman Singh

Open to work0 years experience

Consulting Engineer Trainee

BengaluruTarget Roles: Backend Engineer • Full-Stack Developer • Frontend Specialist

Consulting Engineer Trainee at Cisco (CX)

Standing Rank

Rank Not Available

Developer Badges

No badges earned yet

Skills & Technologies

47 skills
pythonpandasnumpysqlbashshellstatistical analysisedadata cleaningdata transformationscikit-learnregressionclassification modelsfeature engineeringmodel evaluationforecastingpostgresqlmysqlmongodbredisdata modelingquery optimizationindexing strategiesetl pipelinesdata extractionautomation scriptingbatch processingworkflow optimizationtableaupower bimatplotlibseabornawsrdsec2s3lambdadockerkubernetesterraformgitgithubpostmanvs codejirapgadmindbeaver

GitHub Activity Evidence

GitHub Footprint Not Connected

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Work Experience

Consulting Engineer Trainee

Cisco (Customer Experience - CX)

Apr 2026 - Present Chennai, India
  • Perform bug scrub activities by analyzing reported defects, validating issue reproducibility, prioritizing bugs, and collaborating with engineering teams to drive timely resolution.
  • Investigate software and system issues through log analysis, root cause identification, and defect tracking to improve product quality and reliability.
  • Develop and maintain automation scripts using Python and SQL to streamline repetitive workflows, reduce manual effort, and improve operational efficiency.
  • Collaborate with cross-functional teams including developers, QA engineers, and technical support to troubleshoot issues and ensure effective defect resolution.

Projects

Prediction of Length of Stay - ML-Driven Software System

PythonSQL
  • Designed a modular pipeline using Python and SQL for data preprocessing, model execution, and storage, improving maintainability and workflow.
  • Optimized database queries and data handling routines, reducing processing latency and improving system efficiency by ~20%.

Drug Inventory & Supply Chain Tracking - Machine Learning

  • Built a backend automation workflow using predictive logic and anomaly detection to reduce system errors and improve reliability by 18%.
  • Enhanced system stability and usability by improving logic checks and exception handling, reducing failure incidents by 10–15%.

Instagram Reach Forecasting — MySQL & Data Analytics

MySQL
  • Processed and analyzed 50,000+ records using MySQL, statistical analysis, and time-series trend modeling to predict post engagement.
  • Increased prediction accuracy by 15% through feature refinement, validation techniques, and iterative model experimentation.

QR Code Generator — Python Automation Tool

Python
  • Developed a secure automation script using Python libraries ( qrcode, Pillow ) to generate encoded identifiers for data access and validation use cases.

Leaderboard Standings

Leaderboard Position Pending

Global test scores, peer standing percentiles, and algorithm leaderboard ranks are updated dynamically.

Assessment Highlights

Assessments Not Completed

Coding evaluations, system assessment results, and conceptual score badges will appear here after taking a test.

AI Collaboration Score

AI Collaboration Score Pending

Developer coding behavior, assistant cooperation, and AI pair-programming indicators are evaluated during live coding sessions.

Role Compatibility Profile

Role Compatibility Analysis Pending

Custom matching reports, candidate role compatibility percentiles, and core engineer strength profiles are processed once conceptual code screenings are complete.

Achievements

Research Publication

Presented Drug Inventory and Supply Chain Tracking research at International Conference on Information, Implementation, and Innovation in Technology (I2ITCON 2025).

About Details

Professional Bio

Computer Science Engineering graduate currently working as a Consulting Engineer Trainee at Cisco. Skilled in Python, SQL, Machine Learning, Data Analysis, ETL pipelines, AWS, and database management. Experienced in EDA, statistical modeling, data pipelines, and automation.

Bachelor of Technology in Computer Science Engineering

SRM Institute of Science And Technology ( - 2025)

Senior Secondary Education (Grade 12)

La Martiniere College ( - 2020)

Secondary Education (Grade 10)

La Martiniere College ( - 2018)

Languages: English, Hindi