Software Engineer
Building AI & Scalable Systems

Building AI-powered applications, Web3 prototypes, and semantic graph systems. Solved 600+ DSA problems (Top 16.5% LeetCode). Passionate about scalable backend systems and LLM workflows.

8+
Projects Built
3+
Case Studies
1+
Years Experience
Startup, NGO, Cross-functional

About Me

Software Engineer & AI Systems Builder

I'm a Computer Science student building AI-powered web applications, Web3 prototypes, and semantic graph systems. Focused on becoming a top-tier Software Engineer with deep expertise in scalable backend systems and real-world problem solving.

Solved 600+ DSA problems (Top 16.5% LeetCode), demonstrating mastery in algorithms, data structures, and system optimization.

Passionate about scalable backend systems, LLM workflows, and real-world problem solving. Bridging academic excellence with practical engineering to build systems that scale.

AI & Intelligent Systems

Building AI-native applications leveraging LLM workflows, semantic analysis, and adaptive systems for real-world impact.

Scalable Backend Systems

Expert in designing and optimizing high-performance backend architectures, database optimization, and distributed systems.

Problem Solving

600+ competitive programming problems solved. Top 16.5% on LeetCode. Expertise in advanced algorithms and optimization.

8+

Projects Built

3+

Case Studies

1+

Years Experience

Startup, NGO, Cross-functional Teams

Featured Projects

Showcasing work that demonstrates product thinking, technical execution, and measurable impact across AI, analytics, and user experience.

AI & Product Analytics

GenUX: Behavioral Drift Detection

Pioneered hybrid framework detecting user behavioral drift in real-time with 2–5ms latency. Quantified 2,271 user logs achieving 82.5% intent matching accuracy.

60% reduction in manual test creation

ReactTypeScriptLLMSemantic Analysis
View Project
Product Research

DevX: Developer Experience Strategy

Evaluated Atlassian 2025 State of DevEx Report. Engineered "Context Bridge" reducing documentation retrieval to under 30 seconds.

40% reduction in context switching

TypeScriptNode.jsProduct ResearchUser Friction Analysis
View Project
Data Engineering

HSKG: Knowledge Graph Pipeline

Architected data pipeline extracting 23,932 concepts from 100+ platform visuals. Enabled advanced semantic reasoning for data-driven decisions.

100+ concepts mapped and indexed

PythonData VisualizationNLPKnowledge Graphs
View Project

Case Studies & Analysis

Deep-dive analyses demonstrating PM frameworks, user research synthesis, and strategic thinking applied to real-world product challenges.

Business Analyst InternOct – Dec 2024

Celonis Process Mining

Celonis

Identified 10.1-minute bottleneck causing 37.9% user dissatisfaction in pizza delivery operations

Product AnalystResearch Project

GitLab UI/UX Case Study

Self-Directed Research

GitLab 18.6 redesign sacrificed power-user efficiency for AI visibility. Analyzed productivity debt.

PM Student AnalystLearning Project

GitHub Mobile PR Regression

GitHub (Academic Case Study)

Users unable to start PR conversations on Android. Infinite spinner, data loss on force-close.

UI/UX DesignerJul – Sept 2024

DNYX GTM Redesign

DNYX Technologies

1,000+ member community platform needed trust signals and brand clarity for launch

Skills & Expertise

A comprehensive skill set spanning product management, AI strategy, UX research, and technical execution. Bridging business strategy with technical implementation.

Product & Strategy

  • GTM Strategy
  • Product Analysis
  • User Insights & Research
  • Product-Market Fit
  • KPI Development
  • Customer Acquisition
  • Roadmapping
  • Competitive Analysis

AI & Data

  • LLM Workflows
  • Prompt Engineering
  • AI Strategy
  • Semantic Analysis
  • Knowledge Graphs
  • NLP Fundamentals
  • User Behavior Analytics
  • Data-Driven Decision Making

Design & UX

  • UX Research
  • User-Centric Design
  • Figma Prototyping
  • Content Strategy
  • Accessibility (WCAG)
  • Design Thinking
  • Wireframing
  • UI/UX Analysis

Technical

  • TypeScript
  • React
  • Node.js
  • Python
  • SQL
  • Git & GitHub
  • API Integration
  • VS Code

Tools & Platforms

  • GitHub & GitLab
  • Figma
  • Jupyter Notebooks
  • Trello
  • Claude & ChatGPT
  • GitHub Copilot
  • Azure
  • Salesforce

Domain Expertise

  • Process Mining
  • Developer Experience
  • AI-Native Products
  • Adaptive Interfaces
  • Behavioral Analysis
  • Digital Marketing
  • Cloud Computing
  • Workflow Optimization

Latest Blog Posts

Insights on product thinking, AI systems, technical implementations, and lessons from shipped work. Read about my journey in building products that matter.

Product Case Study8 min

My GitLab October Hackathon Journey: 21 MRs, 10 Merged, and a Top 7 Finish

Diving deep into my experience contributing to GitLab during their October hackathon. Lessons on open-source collaboration, rapid iteration, and shipping at scale.

Dec 16, 2025

Read Article
AI & Product10 min

From Adaptation to Generation: Why GenUX Is More Than Just an Adaptive UI

Exploring the difference between reactive adaptation and proactive generation in UI systems. How GenUX redefines user experience through LLM-driven behavioral analysis.

Aug 24, 2025

Read Article
AI & Analytics12 min

GenUX: Rethinking User Behavior Drift Detection with LLMs

Technical deep-dive into hybrid frameworks combining statistical modeling and LLMs. Achieving 82.5% intent matching accuracy with 2-5ms latency.

Aug 24, 2025

Read Article
Technical9 min

From Rigid Schemas to Dynamic AI: Engineering Challenges in Persona-Driven Systems

Lessons from building Whisperwynd-Forge: How to design AI systems that maintain consistency while adapting to dynamic user personas and MCP protocols.

Aug 24, 2025

Read Article
Technical Deep Dive7 min

Real-World Issue: Regex Misinterpretation in Link Extraction

A technical case study on debugging regex patterns in real-world link extraction scenarios. Practical lessons on handling edge cases and improving parsing accuracy.

Aug 9, 2025

Read Article
Personal5 min

Stepping Into My Journey: An Introduction

Starting my blogging journey. Thoughts on sharing experiences, learning in public, and building a growth mindset in tech and product.

Aug 9, 2025

Read Article

Professional Experience

Hands-on experience across product analysis, UX design, and process optimization. Proven ability to deliver measurable impact and drive cross-functional projects.

Business Analyst Intern

Celonis

Oct – Dec 2024

Process Mining & Optimization

  • Identified 10.1-minute bottleneck causing 37.9% user dissatisfaction
  • Engineered strategic roadmap projecting 65% wait time reduction
  • Improved cycle efficiency by 19% through process optimization

UI/UX Intern

DNYX Technologies Pvt Ltd

Jul – Sept 2024

Go-to-Market Asset Redesign

  • Redesigned core platform assets for 1,000+ member community
  • Presented 3 design variations to stakeholders preventing decision fatigue
  • Enhanced brand clarity and user trust signals for product launch

IT & Video Editing Intern

Youth India Foundation

Jul – Sept 2024

Visual Storytelling & National Outreach

  • Engineered data-driven content strategy for Youth Tamil Nadu
  • Delivered 5 high-impact reels improving engagement by 20%
  • Collaborated across 5+ states aligning visual narratives

Education & Certifications

Computer Science education complemented by industry certifications and continuous learning in scalable systems, LLM workflows, and advanced problem-solving.

B.E. Computer Science

Chennai Institute of Technology

2023 – 2027

CGPA: 8.14/10

Professional Certifications

Salesforce Certified Agentforce Specialist

Dec 2025

View Certificate

Cloud Computing (NPTEL)

Dec 2024 • Grade: 69%

Digital Marketing (Great Learning)

May 2024

Leadership & Competitive Programming

Web3 Lead – GDG On-Campus

  • Onboarded 15+ core members
  • Orchestrated workshops for 150+ participants
  • Spearheaded community growth strategy

Core Volunteer – HACKERZ

  • Managed logistics for 500+ attendee symposium
  • Directed high-traffic event registration platform
  • Coordinated competitive programming events
  • Cross-functional team collaboration at scale

Competitive Programming & Problem Solving

Solved 600+ Data Structures & Algorithms problems, achieving Top 16.5% ranking on LeetCode. Focused on advanced algorithms, system design, and optimization techniques.

Expertise in graph algorithms, dynamic programming, advanced data structures, and backend optimization for scalable systems.

Let's Connect

I'm open to opportunities in Product Management, Business Analysis, and AI Strategy roles. Let's discuss how I can help you build products that matter.

Whether you're hiring for PM, Product Manager, Business Analyst, or AI Strategy roles—let's explore how my product thinking and technical skills can drive impact for your team.

Start Conversation