Agrim Sharma
@agrimsharma
I build scalable Python, GenAI, and cloud platforms that improve delivery.
What I'm looking for
At Surgeryview.ai with Capgemini, I lead backend architecture, cloud infrastructure, and ML deployment for a surgical-video AI platform while directing a 10-person engineering team. I re-engineered three legacy monoliths into async Python microservices on AWS ECS/Fargate, increasing throughput 40% and reducing downtime 25%.
I've deployed ResNet-50 and MSTCN inference pipelines on AWS SageMaker with BentoML and Terraform, reducing processing time from roughly 40 minutes to 6 minutes. I also shipped a RAG platform using LangChain, GPT-4, Gemini, and Hugging Face that serves 10K+ daily queries at sub-two-second P99 latency.
Previously, as the Python architect for AT&T at Capgemini, I decomposed a 400K-line monolith into 12 independently deployable microservices, lowered infrastructure costs 20%, and improved release velocity 25%. I built NL-to-SQL and asynchronous Kafka/Celery systems that enabled fast self-service analytics and high-throughput message processing.
Across 14+ years in backend engineering, I've led teams of up to 20, mentored engineers into senior roles, and delivered resilient systems with 99.9–99.99% uptime. I'm focused on practical GenAI, event-driven architecture, and cloud platforms that make engineering teams faster and products more useful.
Experience
Work history, roles, and key accomplishments
Lead backend architect and engineering manager for Surgeryview.ai, a surgical-video AI platform, owning backend architecture, cloud infrastructure, and the ML model deployment lifecycle end-to-end while directing a 10-engineer team through full SDLC.
Education
Degrees, certifications, and relevant coursework
PDM College of Engineering
Bachelor of Engineering, Computer Science and Engineering
2006 - 2010
Bachelor of Engineering in Computer Science and Engineering from PDM College of Engineering, 2006 to 2010.
Tech stack
Software and tools used professionally
GitHub
Kubernetes
Jenkins
GitHub Actions
MySQL
PostgreSQL
MongoDB
Django
OpenCV
Redis
Terraform
Jira
XML
PyTorch
Kafka
Django REST framework
FastAPI
asyncio
SQLAlchemy
Debian
Linux
Gemini
gRPC
AWS Lambda
Serverless
SQL
Hugging Face
LangChain
ChromaDB
Pydantic
BentoML
Pinecone
Cursor
Trunk
Faiss
Writer
Model Context Protocol (MCP)
Claude Code
PDM
Availability
Location
Authorized to work in
Website
agrimsharma.github.ioJob categories
Skills
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