Karan Sreedhar

Karan Sreedhar

Graduate Student

Computer Science | UIC | Chicago, IL

Open to ML & Backend roles · Summer 2026

Education

Aug 2024 – Present

Master of Science in Computer Science
Current

University of Illinois at Chicago

Chicago, IL
Relevant Coursework
Advanced Machine Learning
Secure Web Application Development
Responsible AI Engineering
Security and Privacy in Networked and Distributed Systems
Cloud Computing

Sep 2020 – May 2024

Bachelor of Technology in Computer Science Engineering

SRM Institute of Science and Technology

Chennai, India
Relevant Coursework
Artificial Intelligence
Database Management Systems
Cloud Native Architecture

Experience

Jun 2025 – Aug 2025

Software Apprenticeship (Part-time)

Canvendor

Chicago, IL (Remote)
Key Highlights

Explored application security fundamentals including vulnerability patterns (XSS, CSRF, SQL injection) and mitigation strategies through technical documentation

Evaluated security testing tools (OWASP ZAP) and implemented automated security checks in CI pipelines on Linux

Jun 2023 – Sep 2023

Summer Intern

Lumiq (Crisp Analytics Pvt Ltd)

Chennai, India
Key Highlights

Translated business requirements into optimized SQL queries and data pipeline specifications for analytics workflows

Automated recurring SQL-based data processing tasks, reducing manual effort by 40%

Performed data preparation and analysis using Python (Pandas, PySpark) for business intelligence reporting

Projects

Jan 2026 – May 2026

Distributed Object Storage System with Fault Tolerance
Current

Fault-tolerant storage across distributed nodes with erasure coding & cryptographic integrity verification

Reed-Solomon Erasure Coding
Docker
Python
Flask

Jan 2026 – May 2026

Medical Chatbot Strategy Comparison System
Current

Benchmarked RAG vs. fine-tuned LLM strategies across 194k medical queries

LangChain
LangGraph
GPT-4o
Llama 3.1
+9

Sep 2025 – Dec 2025

Cloud-Based Document QA System using RAG on AWS

End-to-end document QA pipeline on AWS EMR/EC2/S3 with Spark-based delta indexing

AWS EMR
Hadoop MapReduce
Apache Spark
Ollama
+4

Sep 2025 – Dec 2025

Selective Language Modeling for Efficient LLM Training

Replicated NeurIPS 2024 findings on selective gradient training with theoretical analysis

PyTorch
LoRA
TinyLlama
HuggingFace
+1

Jan 2025 – Apr 2025

Interactive Handwritten Character Recognition System

Real-time character recognition system with interactive drawing interface

TensorFlow
Keras
React
Python
+1

Jan 2025 – Apr 2025

Dataset Shift Analysis & Implementation

Analyzed and implemented mitigation strategies for covariate and label shift in ML pipelines

Python
scikit-learn

Aug 2024 – Dec 2024

Quizzify — Full-Stack Music Quiz Platform

Microservices music quiz app with Spotify OAuth, Playwright scraping, and Dockerized deployment

FastAPI
Spotify OAuth 2.0
Playwright
Docker
+3

Technical Skills

Core
Python
JavaScript
Scala
TypeScript
C++
SQL
Bash
Backend & Systems
Apache Spark
Hadoop MapReduce
Parquet
HDFS
MongoDB
MySQL
PostgreSQL
Data & ML
PyTorch
TensorFlow
Keras
scikit-learn
Pandas
NumPy
OpenCV
RAG
Vector Embeddings
LoRA Fine-tuning
LLM Training
Web & Frontend
ReactJS
FastAPI
Node.js
REST APIs
OAuth 2.0
DevOps & Cloud
Git
Docker
Playwright
CI/CD
OWASP ZAP
Linux
AWS (S3, EMR, EC2, IAM, VPC)
Google Cloud (Cloud Run)

Certifications

IBM (edX)
  • Cloud Computing Foundations
  • Containers, Kubernetes, and OpenShift
  • Microservices, Serverless Architecture, and OpenShift
  • DevOps Fundamentals and Agile Practices
  • Python for Data Science and AI Development
  • Machine Learning with Apache Spark
Red Hat (Coursera)
  • Red Hat Enterprise Linux Fundamentals

About

Graduate CS student building production-oriented ML systems, distributed data pipelines, and backend infrastructure. Seeking backend, ML engineering, or systems roles where I can contribute to scalable, production-grade platforms.

Beyond work: F1 • Soccer • Guitar • Video game tech • GPUs

About me

Let's Connect

Email is best — I usually reply within 24–48 hours.