Cloud & Machine Learning Engineer

Saptasri Chakraborty

Computer Science Engineering specialist based in Agartala, Tripura. Experienced in AWS cloud infrastructure, Machine Learning pipelines, IoT automation, and responsive web applications.

Contact Saptasri +91 8798661045

B.Tech CSE AWS & ML Specialist

Technical Expertise

AWS Cloud Services

AWS EC2 AWS S3 AWS Lambda IAM & VPC AWS RDS CloudWatch

Machine Learning & IoT

Autoencoders Support Vector Machines (SVM) Scikit-learn TensorFlow Arduino & Raspberry Pi

Programming & Web

Python JavaScript C Language HTML / CSS / Bootstrap MySQL / MongoDB Linux & Bash

Key Projects

Intrusion Detection System

94% Accuracy

Engineered a hybrid ML intrusion detection model combining Autoencoder anomaly detection with SVM classification. Reduced false positives by 20% and built robust data preprocessing pipelines.

Python • Scikit-learn • Autoencoders • SVM

Tripura Tourism Website

+30% Load Speed

Designed and deployed a responsive tourism platform. Optimized media assets and UI components to improve overall load performance and mobile navigation experience.

HTML5 • CSS3 • JavaScript • Bootstrap

Internships & Industry Training

AWS Cloud Intern

Ediglobe

Jul 2024 – Aug 2024

Configured and managed AWS EC2, S3, IAM, VPC, RDS, and Lambda workloads. Improved monitoring efficiency by 20% using CloudWatch dashboards and automated alarms.

IoT & ML Workshop

IIT Kharagpur

Jan 2024

Built sensor-based IoT systems utilizing Arduino and Raspberry Pi hardware integrated with ML-driven control logic.

Networking Training

BSNL

Jun 2023

Hands-on practical training in LAN/WAN configurations, IP routing protocols, switching, and telecom network architecture operations.

Education

B.Tech in Computer Science Engineering 2022 – 2025

Techno College of Engineering Agartala

Diploma in Information Technology 2019 – 2022

Women's Polytechnic Agartala

Professional Certifications

AWS Cloud Computing Ediglobe
IoT & Machine Learning IIT Kharagpur
BSNL Networking Certification BSNL