
i do things.
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
backend-101
June 8, 2026 – Present
some projects i am building to brush up my fundamentals.
View Projecthayate
April 3, 2026 – Present
inference engine built for small language models with prefix caching, continous batching and torch compile.
View Projectgpt-oss
January 23, 2026 – Present
gpt-oss implementation in pytorch. includes GQA, Sliding Window Attention, MoE, KV Caching, RoPE etc.
View Projectring
January 5, 2026 – Present
distributed in-memory cache with consistent hashing and gossip protocol built in go
View ProjectCultural Fit Analysis
The candidate's project portfolio is heavily skewed towards backend, systems programming (Go), and machine learning/AI (Python), which does not directly align with a 'Frontend Developer' target role. While demonstrating strong technical aptitude and a passion for building complex systems, the lack of frontend-specific projects (e.g., React, Angular, Vue, modern CSS, UI/UX principles) indicates a potential mismatch for a dedicated frontend position. The diversity of projects across different technical domains (ML, distributed systems, networking) shows a broad interest but not necessarily a focused career path towards frontend.
Soft Skills & Operational Fit
The candidate's project descriptions are brief, making it difficult to assess communication clarity or collaboration skills. The focus on personal, technically deep projects suggests strong independent work ethic and curiosity. However, without psychometric test results, operational fit regarding stress handling or teamwork cannot be determined.