aj
— Engineering
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Philosophy
Tech Stack
SOFTWARE ENGINEER
Building at Big Oh Tech
Noida · 2 YRS IN
(Jain)
he / him
Software engineer focused on clean code and performance optimization. Two years in, bridging the gap between complex business requirements and high-performance technical implementation for aviation and trading systems.
PORTRAIT · NOIDA, 2025

LATENCY IMPROVEMENT
Optimized SQL queries and pagination workflows for enterprise platforms. Cut response times from 500ms to 300ms through indexing and API refinement.
↗
optimization summary, 5 min read
PRODUCTION FEATURES
Delivered across aviation and trading modules, focusing on reliability and scalability.
LEETCODE PROBLEMS
A rigorous foundation in data structures and algorithms applied to daily engineering challenges.
CODE REDUCTION
Refactored backend services and frontend components to eliminate duplication and speed up deployment.
PRODUCTION BUGS
Resolved critical production issues to ensure platform stability.
FORMERLY:
MAAC
·
GLA University
·
Big Oh Tech
·
Freelance
·
Internship
01 — WHAT I BELIEVE
I believe that well-optimized database queries and efficient API design are the backbone of a great user experience. Technical debt should be managed daily, not just during refactoring cycles.
When systems are built to be maintainable, they naturally become more performant.
I.
I prioritize writing modular components and services. If you have to copy-paste, you have to refactor. A little extra time upfront pays for itself in the long run.
II.
Collaboration, code reviews, and clear communication are just as important as the syntax. I value environments where we can debate technical choices and align on a shared goal.
III.
Technology evolves fast. From AI/ML concepts to distributed systems, staying curious keeps my engineering perspective fresh and my solutions modern.
02 — SIGNATURE WORK
FLYDOCS · AVIATION PLATFORM · 2024
STACK
Node.js, Angular
THE CHALLENGE
The platform serves airlines and OEMs, requiring robust backend APIs that can handle complex compliance workflows without compromising performance.
Data synchronization and heavy query loads were creating bottlenecks that impacted the end-user experience for compliance officers.
THE APPROACH
I focused on optimizing SQL queries, implementing pagination, and ensuring robust data indexing to handle large datasets effectively.
Collaboration with stakeholders allowed us to align technical requirements with business goals, ensuring every feature was both performant and compliant.
THE PHASES · Q1–Q3
PHASE 1
Identified bottlenecks in API response times and SQL query execution paths.
PHASE 2
Optimized indexes and redesigned service layers to handle concurrent requests.
PHASE 3
Built reusable modules integrating Angular with scalable Node.js backend services.
PHASE 4
Successful production rollout with a 40% measurable decrease in latency.
"
Abhinav has a great eye for optimizing database performance. His work on the Flydocs platform significantly improved our response times, making the system much smoother for our users.
— Senior Stakeholder, Big Oh Tech
OUTCOME
Reduction in average API response latency
03 — HOW I WORK
I approach development by breaking down requirements into manageable, scalable components. I rely on clear processes to ensure code quality.
I.
Before touching the code, I dive into the documentation and business logic. Ensuring we're solving the right problem is half the battle.
TYPICAL
1 week
II.
Planning the schema and API design. I prioritize modularity so that the code remains maintainable as the project grows.
TYPICAL
3 days
III.
Iterative building. I focus on writing clean, testable code to ensure that performance remains high throughout the development lifecycle.
TYPICAL
2 weeks
IV.
Code reviews are essential. I value feedback as a way to learn new patterns and keep the codebase consistent and robust.
TYPICAL
2 days
04 — TRAJECTORY
From academic projects to enterprise-level software, each step has sharpened my technical expertise.
2024
→ Present
— Software Engineer
Building scalable backend services and full-stack modules. Focused on performance optimization for aviation and trading platforms, delivering features that directly impact end-user experience.
Node.js/TypeScript
SQL Optimization
Enterprise APIs
2023
→ 2023
— Engineering Intern
Collaborated with senior developers to improve website responsiveness. Gained practical experience in frontend performance optimization using HTML, CSS, and JS.
Web Development
Frontend Optimization
Cross-functional
2021
→ 2025
— Student
Bachelor of Technology in Computer Science (AI & ML). Built a strong academic foundation in algorithms, system architecture, and AI concepts.
Data Structures
Algorithms
AI & ML
2024
→ Present
— Full-Stack Developer
Independent projects exploring real-time trading platforms and hospitality booking systems. Developed my ability to build end-to-end solutions independently.
React/Next.js
Database Design
REST APIs
05 — METRICS, WITH CONTEXT
Here are key technical outcomes I've driven, with details on the approach I took to achieve them.
Big Oh Tech
LATENCY REDUCTION
Optimized SQL queries and pagination. Reduced response times from 500ms to 300ms.
LeetCode
DSA PROBLEMS SOLVED
Consistent practice that sharpened my ability to solve complex algorithmic challenges.
Big Oh Tech
CODE REDUCTION
Created reusable backend services and frontend components to streamline workflows.
Big Oh Tech
PRODUCTION ISSUES RESOLVED
Collaborated with the team to identify and resolve critical bugs to maintain uptime.
06 — THE LEARNING LIST
Engineering is about constant iteration. These are three technical hurdles I've cleared—and one that taught me the most about production environments.
PROJECT 01 — PERFORMANCE
Big Oh Tech · 2024
Faced with response times around 500ms, I analyzed the bottleneck in our data retrieval pipelines. By refactoring complex SQL queries, implementing smarter pagination, and indexing key fields, I brought that latency down to 300ms.
The result was a 40% improvement in application responsiveness. It taught me that small, deliberate changes to how we handle data often yield the biggest wins for the end user.
PROJECT 02 — ARCHITECTURE
Flydocs · 2024
Building for aviation compliance requires absolute data integrity and reliability. I developed scalable backend modules that handle complex workflows for airlines and OEMs, ensuring that large datasets are synchronized accurately across the platform.
I learned the importance of reusable service architecture here—by modularizing our backend, we reduced code duplication by 30% and made it significantly easier for the team to ship new features faster.
PROJECT 03 — INTERFACE
IGX · 2024
Working on a live trading platform meant moving away from static updates. I integrated our Angular frontend with robust Node.js APIs to support auction workflows, prioritizing seamless UI responsiveness under load.
High-stakes environments don't leave room for error; this project refined my focus on clean code standards and rigorous testing protocols.
07 — TECHNICAL STRENGTHS
I enjoy bridging the gap between raw data and fluid interfaces. My writing focuses on the technical challenges of backend engineering and performance tuning.
PRESENT
5 min
Technical Note
FEB '25
4 min
Technical Note
NOV '24
6 min
Essay
AUG '24
7 min
Tutorial
MAY '24
5 min
Reflection
08 — COLLEAGUES ON ABHINAV
Insights from peers and mentors I've collaborated with during my time at Big Oh Tech and beyond.
"
Abhinav is the kind of engineer who digs into the logs until he finds the root cause. When he took over the latency project, he didn't just patch it; he fundamentally cleaned up the query patterns.
Senior Lead
Engineering · Big Oh Tech
"
He has a knack for translating complex product requirements into clean, modular code. It made our sprint planning significantly more predictable.
Team Member
Frontend Dev · Big Oh Tech
"
Extremely proactive during the deployment process. Even as a junior-to-mid-level engineer, he handled production issues with the calm and clarity of someone with much more experience.
Project Manager
Enterprise Ops · Big Oh Tech
09 — GET IN TOUCH
I am open to new opportunities in software engineering, particularly roles involving backend scaling, API architecture, or full-stack development. Let's build something efficient together.
ELSEWHERE
LeetCode · /abhinavjain
LinkedIn · /in/jainabhinav0405
GitHub · /abhinavjain
Portfolio · Vercel
© 2025 Abhinav Jain
·
Status: Currently open for new challenges
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