I build backend systems for AI Orchestration tools & Multi agents that
Quietly do their job well.
LLM/Agents developer with hands-on experience designing REST APIs, relational database schemas, and CRUD-driven services — backed by real analytical experience at Olewin.
stack = ["Python", "FastAPI", "PostgreSQL"]
focus = "clean, reliable APIs"

About
From fraud investigation to
backend engineering.
I started my career reading transaction patterns for a living. Now I write the systems that generate, store and serve that kind of data — with the same discipline for correctness I picked up investigating risk at scale.
Investigation-grade attention to detail
Nine months identifying and minimising fraud risk at Amazon, sustaining a 0.0004% defect rate across 15 fraud pattern categories.
Backend-first mindset
Comfortable owning a feature end-to-end: schema design, endpoint logic, validation, error handling and documentation.
Data-literate by habit
Uses Pandas, Power BI and Tableau to sanity-check backend data before it ever reaches a dashboard.
Experience
Where the discipline comes from.
A short, dense record — analytical rigor at Amazon, now channelled into backend development.
Currently Building & Open to Roles
Independent — Backend & Data Projects
- Building and shipping backend-focused projects with FastAPI, PostgreSQL and MySQL.
- Sharpening SQL, API design and data-handling skills for Python / Backend Developer roles.
- Actively interviewing — open to full-time, internship, and contract backend opportunities.
Investigation Specialist
Amazon
- Identified and minimised risk across 15 different fraud patterns and trends.
- Held Amazon's financial, legal and reputational risk exposure to a 0.0004% defect rate.
- Recognised with a Weekly Golden Globe Award for consistent investigative accuracy.
- Handled high-volume customer query resolution alongside core investigation work.
Education
Academic background.
Foundation in electronics and communication engineering.
B.Tech, Electronics and Communication Engineering
IIIT RGUKT RK Valley
CGPA: 7.71 / 10PUC — Mathematics, Physics, Chemistry
IIIT RGUKT RK Valley
CGPA: 8.05 / 10Technical Skills
What I build with.
Core toolset for backend development, database design and lightweight data reporting.
Languages & Backend
Databases, Tools & Data
Projects
Selected work, tab by tab.
Two production-style builds from real experience, a bachelor thesis, and personal projects that keep the backend skills sharp between roles.
Certifications
Continuous, self-directed learning.
Python for Data Science
CertificationTableau 2024 A-Z: Hands on Tableau Training for Data Science
UdemyPowerBI for Everyone
UdemyAchievements
Beyond the day job.
- Secured 1st Prize in the Technical Fest conducted at IIIT RGUKT RK Valley.
- Participated in a webinar on “Artificial Intelligence in Real-Time Applications.”
Interests
Contact
Let's build something reliable.
Open to Python Developer and Backend Developer roles. Reach out directly, or send a note through the form.