Akcode

Software Engineer

HCLTech•  January 2022 - Present•  Noida

Developed and implemented Machine Learning solutions for Dynamic Resource Allocation and Network Slicing in 5G Networks, improving throughput by 40% and reducing latency by 20%. Designed 5G Network Script with NLP and GenAI system (LangChain, RAG, and Vector Databases) to analyze network logs, troubleshoot, and detect anomalies/security threats. Optimized resource allocation strategies by analyzing network conditions and user demands, leveraging feature engineering and data imputation techniques.

Machine Learning Intern

CETPA InfoTech•  July 2021 - December 2021•  Noida

Created customer segmentation models using K-means, hierarchical clustering, and DBSCAN, analyzing income and spending scores to identify clusters. Visualized gender and age distributions using Matplotlib and Seaborn Library to derive actionable insights.