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.
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.
Building AI-native applications leveraging LLM workflows, semantic analysis, and adaptive systems for real-world impact.
Expert in designing and optimizing high-performance backend architectures, database optimization, and distributed systems.
600+ competitive programming problems solved. Top 16.5% on LeetCode. Expertise in advanced algorithms and optimization.
Projects Built
Case Studies
Years Experience
Startup, NGO, Cross-functional Teams
Showcasing work that demonstrates product thinking, technical execution, and measurable impact across AI, analytics, and user experience.
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
Evaluated Atlassian 2025 State of DevEx Report. Engineered "Context Bridge" reducing documentation retrieval to under 30 seconds.
✓ 40% reduction in context switching
Architected data pipeline extracting 23,932 concepts from 100+ platform visuals. Enabled advanced semantic reasoning for data-driven decisions.
✓ 100+ concepts mapped and indexed
Deep-dive analyses demonstrating PM frameworks, user research synthesis, and strategic thinking applied to real-world product challenges.
Celonis
Identified 10.1-minute bottleneck causing 37.9% user dissatisfaction in pizza delivery operations
Self-Directed Research
GitLab 18.6 redesign sacrificed power-user efficiency for AI visibility. Analyzed productivity debt.
GitHub (Academic Case Study)
Users unable to start PR conversations on Android. Infinite spinner, data loss on force-close.
DNYX Technologies
1,000+ member community platform needed trust signals and brand clarity for launch
A comprehensive skill set spanning product management, AI strategy, UX research, and technical execution. Bridging business strategy with technical implementation.
Insights on product thinking, AI systems, technical implementations, and lessons from shipped work. Read about my journey in building products that matter.
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 ArticleExploring 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 ArticleTechnical deep-dive into hybrid frameworks combining statistical modeling and LLMs. Achieving 82.5% intent matching accuracy with 2-5ms latency.
Aug 24, 2025
Read ArticleLessons 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 ArticleA 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 ArticleStarting my blogging journey. Thoughts on sharing experiences, learning in public, and building a growth mindset in tech and product.
Aug 9, 2025
Read ArticleExplore my open-source contributions and project work on GitHub. From AI-driven systems to product case studies and research implementations.
Hybrid statistical + LLM framework for real-time user behavior drift detection in generative UIs
Hybrid semantic knowledge graph extracting 23,932 concepts from platform visuals for semantic reasoning
Context Bridge VS Code extension reducing developer context switching by 40% in under 30 seconds
AI-driven storytelling engine with FastAPI, MCP Server, and persona-based adaptive cards
AI-powered learning platform combining voice AI, RAG-based retrieval, and gamification
Academic PM analysis of GitLab 18.6 UI redesign: balancing AI visibility vs power-user efficiency
View my starred repositories and discovery of tools that inspire my work
View Starred ReposHands-on experience across product analysis, UX design, and process optimization. Proven ability to deliver measurable impact and drive cross-functional projects.
Celonis
Process Mining & Optimization
DNYX Technologies Pvt Ltd
Go-to-Market Asset Redesign
Youth India Foundation
Visual Storytelling & National Outreach
Computer Science education complemented by industry certifications and continuous learning in scalable systems, LLM workflows, and advanced problem-solving.
Chennai Institute of Technology
2023 – 2027
CGPA: 8.14/10
Dec 2025
Dec 2024 • Grade: 69%
May 2024
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.
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.
mithradevi2309@gmail.com
View my professional profile
Explore my projects
+91 8122690781
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.
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