👋
I'm Swapnil — a CS + ML student at Georgia Tech, building AI-driven systems that deliver real-world impact.
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AI that works. Systems that scale.
- • ⚡ Cut query times by 40%
- • 🌐 Scaled microservices to 500+ RPS at 99.999% uptime
- • 🎯 Boosted model accuracy from 65% → 95%+
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From research to production.
- • Fine-tuned transformers & built RAG pipelines
- • Deployed cloud-native ML on AWS/Azure with Docker + Kubernetes
- • Constructed 2TB/day ETL pipelines & shipped human-in-the-loop annotation tools
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Impact through engineering and collaboration.
- • Mentored 200+ students as a TA, driving 95% on-time project delivery
- • Built hackathon-winning tools that slashed LLM token usage by 47%
- • Applied AI across robotics, legal tech, and large-scale enterprise systems
✨ Projects
ML and Full-stack projects
A mix of deployed systems, research pipelines, and hackathon wins — a sample is here, the full set lives on my GitHub.
Need more info?
I got you.
I am currently looking for an internship for Summer 2026, feel free to reach out.
Intelligent Document ProcessingFine-tuned RoBERTa-Legal and built OCR pipelines handling 100K+ legal docs with 92% F1 — enabling scalable clause extraction and analysis.
Cloud-Native Systems EngineeringBuilt and deployed LLM microservices on Azure AKS with Helm, Docker, and CI/CD — scaling to 500+ RPS at 99.999% uptime.
Scalable Data InfrastructureEngineered 2 TB/day ETL pipelines with real-time anomaly detection using Azure Data Factory, Terraform, and Synapse — ensuring 99.99% fidelity.
Applied ML & RAG SystemsDeveloped LangChain-based RAG assistants with Cohere embeddings, cutting legal query time by 40% and boosting accuracy with LLaMA-based NER.
Observability & AutomationReduced MTTR from 3 hours to 12 minutes via OpenTelemetry-based observability layers and automation-first DevOps practices (Grafana, GitHub Actions).
Full-Stack & Research-Driven PrototypingBuilt real-time UIs, REST APIs, and ROS-powered LiDAR systems for robotics and prompt optimization — driving innovation from lab to production.
Teaching & MentorshipGuided 200+ students as a Georgia Tech TA — leading workshops on APIs, CI/CD, and containers, while driving 95% on-time project completion.
Hackathons & Open SourceHackGT 11 Overall Winner — built Prompt+, a real-time LLM prompt optimizer reducing token usage by 47% with collaborative React UI.
