CS Master's Student @ UIUC | Software Engineer | AI/ML Researcher
Hello! I'm Kushal, a Master's student in Computer Science at the University of Illinois at Urbana-Champaign (expected May 2026). I graduated with my Bachelor's in CS from UIUC in May 2025, earning Dean's List and James Scholar honors with a 3.8/4.0 GPA.
I'm passionate about building scalable systems and leveraging AI/ML to solve real-world problems. My experience spans from biomedical AI research to building high-throughput backend systems at Amazon. I am currently working on a healthcare platform for the Indian market that is achieving ABDM compliance.
I specialize in full-stack development, cloud architecture, and AI/ML engineering, with a focus on creating efficient, secure, and user-centric solutions that make a meaningful impact.
GraphRAG, PyTorch, Agentic Workflows, JSON Mode, Prompt Engineering, Raw Python Scripting
Python (Advanced), TypeScript, Java, SQL, C++, Kotlin
AWS (Lambda, DynamoDB), Supabase, PostgreSQL (RLS/RBAC), Edge Functions, Docker
Git, Datadog, Jira, Google Colab, RESTful APIs, CLI Tooling, Flutter
Amazon
Data Mining Group, UIUC
Digital prescription platform for the Indian market achieving ABDM compliance. Standardized drug data with SNOMED International terminology and implemented secure multi-tenant backend with RBAC.
Boosted clinical question-answering accuracy by 5% using GraphRAG to transform biomedical text into semantic graphs. Optimized context window usage and reduced hallucinations with custom retrieval pipeline.
Built Python data ingestion pipelines to parse and normalize Bosch DARAB sensor logs. Reduced gear-shift times by 0.05 seconds per change using algorithmic telemetry analysis.
I'm always open to discussing new projects, creative ideas, or opportunities to be part of your vision.