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engineer turned bio+ml nerd, especially cancer & rare genetic diseases
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
dendrite
April 4, 2026 – Present
A CLI-first personal knowledge system for Claude Code — journal, ideas pipeline, knowledge graph with NER, and content review
View Projectpalli-sahayak-android
March 27, 2026 – Present
Palli Sahayak: Voice-first Android app for palliative care clinical decision support (Kotlin, Jetpack Compose, offline-first)
View Projectmerlin_evals
March 6, 2026 – Present
Merlin VLM evaluation pipeline: ovarian cancer + NAFLD CT report generation with ground truth scoring
View Projectrepro_rfantibody_for-cancer-targets
February 11, 2026 – Present
repro_rfantibody_for-cancer-targets — GitHub repository
View Projectoncology_hypothesis_generation
January 24, 2026 – Present
oncology_hypothesis_generation — GitHub repository
View Projectportable-cc-with-voice
January 7, 2026 – Present
Invoke Claude Code from iOS for development anywhere
View Projectfda_crl_analysis
December 7, 2025 – Present
Analyze FDA Complete Response Letters to extract drug approval patterns
View ProjectBits_to_Binders_2024
October 2, 2024 – October 5, 2024
Team repository for the BioML Challenge 2024: Bits to Binders (designing binders for CD20)
View ProjectCultural Fit Analysis
The candidate's portfolio demonstrates a strong interest in applying data science and AI to healthcare and biomedical challenges, which aligns well with roles requiring impact-driven innovation. The breadth of personal projects, including participation in challenges like 'BioML Challenge 2024', suggests a collaborative spirit and a drive for continuous learning. However, the lack of formal work experience or team-based projects (beyond a challenge) makes it difficult to fully assess cultural fit in a structured organizational environment.
Soft Skills & Operational Fit
The candidate's project descriptions suggest a proactive and self-directed individual, capable of initiating and completing complex technical projects. The focus on personal projects indicates strong intrinsic motivation and problem-solving skills. However, without formal assessment data (English test, psychometric test) or work experience, it is difficult to assess communication clarity, teamwork, or stress handling in a professional setting.