AI-native portfolio · intent-routed · context-aware

SDE — Backend & AI Engineer

Shreya Upadhyay

Building adaptive backend systems, AI-powered infrastructure, and distributed engineering architecture.

>system:sentient·adaptive·multi-llm-orchestrated
MicroservicesSystem DesignAI RoutingDistributed SystemsLLD / HLD

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Shreya Upadhyay

About

Engineering mindset. Systems thinking.

I approach software engineering as a discipline of systems thinking — designing architectures that scale, building backends that handle real transaction load, and integrating AI where it delivers measurable impact.

From Razorpay-integrated payment microservices processing 100+ daily transactions to tri-modal UAV detection at DRDO achieving 97.6% accuracy on edge devices — my work sits at the intersection of backend engineering, distributed systems, and applied AI.

B.Tech CS&E at BIT Mesra (8.27 CGPA). Open to backend / SDE roles for the 2026 batch.

Experience

Iedeo logo

Backend Engineer Intern

Jan 2026 – Present

Iedeo

Chennai, India
  • Engineered a Razorpay-based payment microservice handling 100+ daily transactions and built HubSpot two-way integration (LHCA SaaS), automating data sync and reducing manual effort by ~40%.
  • Containerized microservices using Docker and contributed to AWS (EC2, S3) deployment, reducing environment setup time by ~50%.
Spring BootDockerAWSREST APIs
DRDO - Solid State Physics Laboratory (SSPL) logo

Summer Research Intern

May 2025 – July 2025

DRDO - Solid State Physics Laboratory (SSPL)

New Delhi, India
  • Developed tri-modal (Audio, Visual, RF) drone detection system achieving ~97.6% accuracy for real-time UAV detection.
  • Deployed CNN models (LeNet, ResNet, MobileNet) on NVIDIA Jetson Orin Nano, achieving ~6ms latency on 10GB+ dataset.
PythonEdge AIJetsonDeep Learning

Education

B.Tech in Computer Science & Engineering

Birla Institute of Technology, Mesra

Nov 2022 – June 2026

CGPA: 8.27/10.0 — DSA, DBMS, OOP, Computer Networks, OS, Machine Learning.

Higher Secondary (ISC)

Motilal Nehru Public School, Jamshedpur

2019 – 2021

Focused on Mathematics, Computer Science, and Pure Science.

Intelligence Architecture

This portfolio is powered by a multi-LLM orchestration pipeline with semantic intent routing.

> real architecture · not a gimmick

Pipeline Flow

User QueryIntent detection
Semantic RouterContext classification
RAG LayerIn-context retrieval
LLM CascadeGroq → OpenRouter → Gemini
SynthesisResponse generation
Adaptive UIDynamic rendering

3

LLM Providers

<15s

Cascade Timeout

700

Max Tokens

12/min

Rate Limit

Projects

Engineering case studies — real systems, real scale.

CareerHub

CareerHub

10+ Spring Boot microservices with API Gateway and service discovery. LLM resume analysis and 400+ DSA problems boosting engagement ~40%.

Spring BootReact.jsDockerTailwind CSS
LiveCode
Synapse-IQ

Synapse-IQ

LLM BI agent with tool-calling + GraphQL APIs for real-time insights. Multi-provider fallback (4 LLMs) with ~60% token reduction.

PythonGraphQLStreamlitPandas
LiveCode
AstraStay

AstraStay

Backend APIs supporting complete booking lifecycle. JWT + RBAC auth with concurrency-safe booking logic for data consistency.

JavaSpring BootPostgreSQLDocker
LiveCode
TeXume

TeXume

LaTeX resume builder with real-time preview, customizable templates, and ATS-friendly PDF downloads.

Spring BootReact.js
LiveCode
FacePunch

FacePunch

Smart attendance with real-time face recognition, duplicate prevention, and role-based access control.

DjangoReact.jsOpenCVMySQL
LiveCode
Plant Wellness

Plant Wellness

CNN-based plant disease detection with real-time prediction in a Streamlit web application.

PythonStreamlitTensorFlow
LiveCode

Technical Stack

Languages, frameworks, and engineering tools I work with.

Full Stack & Backend

Spring Boot
Java
React
HTML5
Tailwind CSS
JavaScript
TypeScript

AI / GenAI

Python
TensorFlow
PyTorch
Scikit-Learn
Pandas

Databases

PostgreSQL
MySQL
MongoDB
SQL

DevOps & Tools

Docker
AWS
Git
Linux
Postman

Languages

JavaJavaPythonPythonCCSQLSQLJavaScriptJavaScriptTypeScriptTypeScript

Coursework

  • Data Structures & Algorithms
  • Software Engineering
  • DBMS
  • Object-Oriented Programming
  • Computer Networks
  • Operating Systems

Achievements & Leadership

Highlights beyond the code.

🧩

550+ DSA Problems

550+

Solved across LeetCode, CodeChef, and GeeksforGeeks.

🏆

Amazon ML Challenge 2024

300K+

Built Computer Vision model to process 300K+ product images for structured data extraction.

🎨

Design Co-Lead, IEEE

IEEE

Spearheaded technical & design campaigns, significantly expanding student engagement in events.

Certifications

☁️

AWS Certified Cloud Practitioner (CLF-C02)

Udemy + Amazon Web Services

🤖

Associate AI Engineer for Developers

DataCamp

Java Data Structures and Algorithms

Udemy

🧠

OCI 2025 AI Foundations Associate

Oracle Cloud Infrastructure

Get In Touch

Feel free to reach out — I'd love to hear from you.

Email

shreyaupadhyay.work@gmail.com

Location

India

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