Nehal Joshi
@nehaljoshi
Data Scientist at TATA CONSULTANCY SERVICES
Noida, India
Nehal Joshi is a Data Scientist with experience at Tata Consultancy Services, specializing in developing advanced machine learning solutions. His expertise includes dynamic baselining of traffic performance metrics and building ensemble models for network element feature forecasting. He is proficient in Python, SQL, and various ML frameworks, and holds a B.Tech in Electronics and Communication.
Experience
DATA SCIENTIST
TATA CONSULTANCY SERVICES
Developed a machine learning package to aggregate essential ML dependencies, integrating 5+ use cases and 30 algorithms for end-to-end deployment. Developed a solution using PCA, CBLOF, and Isolation Forest for dynamic baselining of traffic KPIs to detect anomalies. Developed an ensemble model based on averaging 6 different algorithms to predict network KPIs, currently fine-tuning the model and exploring boosting and stacking techniques.
Education
JAYPEE INSTITUTE OF INFORMATION TECHNOLOGY
B.TECH
ELECTRONICS AND COMMUNICATION
RYAN INTERNATIONAL SCHOOL
Grad.
Licenses & Certifications
Azure Fundamentals (AZ-900)
Azure Data Science Associate (DP-100)