SYSTEM.INIT()

Amrit Shrestha
00%
Open for Innovations

I'm a

AMRIT SHRESTHA

Bridging advanced backend architecture with academic mentorship. Specialized in Python ecosystems, intelligent pipelines, and data transformations.

Amrit Shrestha
Developer System Illustration
System Core

Biography

I am an IT professional with experience in technical support, MIS, digital banking, and software quality assurance, having worked with organizations such as Subisu Cablenet Ltd., Rastriya Banijya Bank, and Velox Labs. My technical expertise includes IT infrastructure management, network security, system support, software testing, and troubleshooting enterprise systems. I also have hands-on experience in Python and Django for web development, along with practical exposure to machine learning, data analysis, and AI-based solutions for deriving insights and supporting decision-making.

Currently pursuing a Master’s degree in Computer Information Systems (MCIS), I balance production workloads with academic leadership—serving as a Lecturer at SchEMS College and Kantipur Valley College (KVC). My current research matrices focus heavily on deep neural networks, predictive calculations, and automated data architectures.

Stack Capabilities

Technical Core

Python Django
PYTHON / DJANGO
0%
C Programming
C PROGRAMMING
0%
Database Systems
DATABASE & SQL
0%
REST API
REST API LAYER
0%
Version Control
GIT / GITHUB
0%
Scikit-Learn
SCIKIT LEARN
0%
TensorFlow
TENSORFLOW
0%
PyTorch
PYTORCH CORE
0%
HTML5
HTML5 ENVIRONMENT
0%
CSS3 Layouts
CSS3 CORE / GRID
0%
Credentials

Education

Master's in Computer Information System

NCIT College
2024 - Present

Advancing structural expertise across Deep Learning modules, predictive neural algorithms, and engineering network models. Formulating strategic methodologies intended for future Ph.D. execution pipelines.

Bachelor's in Computer Application

SchEMS College
2019 - 2024

Acquired clear structural domains across enterprise systems, core computational logic processes, algorithmic design variables, and transactional relational database systems.

Timeline

Experience

Lecturer

SchEMS College
Dec 2025 - Present

Directing operational syllabi paths across advanced computational topics, guiding project developments, and breaking down system designs for emerging engineers.

Lecturer

Kantipur Valley College (PUBOSS)
Jun 2025 - Present

Formulating structural course materials focused on modern data processing logic, web frameworks, and advanced system automation paradigms.

IT Specialist

VeloxLabs Pvt. Ltd
Dec 2024 - May 2025

Supervised server platform uptimes, structured system test strategies, logged execution irregularities, and accelerated local application deployment patterns.

Digital Banking Intern

Rastriya Banijya Bank
Dec 2023 - Feb 2024

Monitored clearing data pipelines, tracked core security profiles, and evaluated system transaction metrics inside enterprise banking environments.

Technical Support Representative

Subisu Cablenet Pvt. Ltd
Dec 2021 - Jun 2022

Evaluated system signal losses, analyzed client connection drop patterns, and corrected dynamic network routing faults.

Engineering

Selected Projects

REET MENS ACCESSORIES
Django Portal • 2025

REET Mens Accessories

  1. Engineered dynamic data filtering matrices mapped directly to secure relational database nodes.
  2. Engineered a highly responsive, streamlined checkout configuration using secure state variables.
  3. Configured clean Model-View-Template boundaries utilizing specialized Django system components.
Explore Code
Hajir HRM Software
QA Analytics • 2025

Hajir HRM Platform

  1. Executed stress-threshold diagnostic logging scripts across complex corporate system parameters.
  2. Mapped API failure rates using automated processing scripts to catch logic gaps.
  3. Optimized interface execution patterns to ensure zero latency user access configurations.
View Platform
Movie Recommendation System
Neural Matrix • 2024

Movie Recommendation Framework

  1. Processed sparse multidimensional data structures using advanced collaborative filtering math models.
  2. Calculated vector similarity scoring paths using Python mathematical calculation layers.
  3. Constructed optimized recommendation pipelines that update based on active profile streaming changes.
Explore Repository
New Test Project
Deployment • 2024

Cloud Optimization Sandboxing

  1. Configured automated container integrations onto web server runtime hubs.
  2. Constructed isolated staging environments allowing smooth runtime functional testing.
  3. Integrated continuous tracking maps catching logic drops within hosted operational layers.
Launch Target
Netflix Data Analysis
Data Systems • 2023

Netflix Consumption Streams

  1. Parsed mass raw JSON stream records to extract trends linked to localized viewer behaviors.
  2. Constructed trend arrays identifying performance indices using clean variable charts.
  3. Derived strategic prediction clusters mapping platform drop points across timeline curves.
View Analysis
IPL2022 Data Analysis
Data Science • 2023

IPL Telemetry Analytics

  1. Engineered high-speed statistical ingestion models using Pandas arrays to analyze athletic parameters.
  2. Built clean analytical matrices using Seaborn to visualize performance metrics.
  3. Calculated predictive trends used for strategic forecasting metrics.
View Metrics
Networking

Initiate Contact

HQ Location
New Baneshwor, Kathmandu, Nepal
Direct Line