IIT Madras
Dual Degree in Data Science and Aerospace Engineering
Bengaluru, India · Available for meaningful problems
I build dependable systems for complex ideas.
I'm Sumit, an AI Platform Software Engineer at Oracle. I work across distributed systems, Java and Python services, cloud reliability, automation, and the practical edge of AI.
AI platforms
Cloud reliability
01
About
Systems thinking, with a builder's instinct.
My work sits where software engineering, cloud infrastructure, and applied AI meet. I enjoy turning unclear, high-stakes problems into reliable systems with measurable outcomes.
At Oracle, I work on the platform behind AI language services: building Java and Python microservices, strengthening deployment and observability practices, and helping systems stay dependable at scale. Outside the platform, I build tools that make a focused workflow feel simpler—like PegShot.
- Based in
- Bengaluru, India
- Education
- IIT Madras · Dual Degree
- Focus
- AI platforms · distributed systems · reliability
02
Career trajectory
From aerospace and data science to AI platforms.
A path shaped by curiosity, research, and building systems that operate when the stakes are real.
EXL Service
Data Science internship · automation and data processing
Oracle
Member of Technical Staff intern · NLP data curation
AI Research
IIT Madras · deep learning and chess intelligence
Oracle AI
AI Platform Software Engineer · reliability at global scale
03
Skills
A practical stack for building, operating, and improving.
Tools matter most when they help a team ship with confidence. These are the technologies I reach for across platform work, reliability, and product engineering.
01
Backend & systems
Java, Python, C++, SQL, Spring Boot, Django, Kafka, REST, data structures, OOP, SOLID, distributed systems.
02
AI & data
LLMs, RAG, BERT, LangChain, prompt engineering, model evaluation, MongoDB, relational databases, data pipelines.
03
Cloud & reliability
OCI, AWS, GCP, Azure, Kubernetes, Docker, Helm, Terraform, Ansible, Prometheus, Grafana, ELK.
04
Delivery & product
CI/CD, Jenkins, GitHub, Git, TestRail, React, TypeScript, system design, root-cause analysis, Agile delivery.
04
Selected impact
Reliability is a feature, not an afterthought.
Helped support Oracle AI Language Service across 100+ cloud regions, 1,500+ OCI Linux instances, and 300+ load balancers while maintaining 99.95% uptime.
Expanded supported language capability by 10× through a multilingual LLM backend migration, targeted prompt engineering, and model evaluation.
Automated CVE remediation with graph dependency resolvers, saving approximately 20 hours of manual effort each month.
Co-led a rapid recovery of the OCI Language Service after a large-scale event affecting 100+ customers.
05
Public project
Chrome extension · product engineering
PegShot
Web capture should not force every idea into a rectangle. PegShot lets people select custom-shaped or scrolling webpage regions with four pegs, permanently redact sensitive details, extract text, copy a PNG, or export a PDF.
- Manifest V3 Chrome extension
- Local image composition and OCR workflow
- Server-backed trial and license entitlement
06
Credentials
Learning stays useful when it reaches production.
OCI DevOps Professional with Containers and Kubernetes
OracleOracle Cloud Infrastructure Architect Associate
OracleUNIX and Linux Essentials
OracleJEE Advanced All India Rank 3008
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