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Evaluating your skill match against the job requirements…

Key Strengths

Demonstrated proficiency in Python for data-related tasks (Tennis-Paul project).
Experience with machine learning models (YOLOv8 in Tennis-Paul).
Exposure to scientific computing tools (Jupyter Notebook in Quantum-Computation-and-Nonlinear-Oscillators).

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's projects demonstrate a strong inclination towards low-level systems programming (C2Asm86, Werunos, Balsam, Milagro-Kernel, tarkus-doomgeneric) and some web development (Papers-Please, TissuePapers-Please). While there is one project related to data science (Tennis-Paul) and another to scientific computing (Quantum-Computation-and-Nonlinear-Oscillators), the overall portfolio leans heavily away from a pure Data Scientist role. This suggests a potential mismatch in primary interests and a broader, more systems-oriented technical profile.

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. The candidate's project descriptions are concise, but no direct communication or collaboration examples are provided.

AI is analyzing your overall score…

Identifying your key strengths…

Evaluating your skill match against the job requirements…

Nilay D. Shenai

Data Scientist

https://www.opentalent.in/nilay-d-shenai

Dombivli, IndiaMember since June 12, 2026

https://www.opentalent.in/nilay-d-shenai

Top Skills

typescriptCSSDockerfileJavaScriptPythonC++YaccLexAssemblyGoHTMLPowershellRustPugShellLinker ScriptMakefileJupyter NotebookTeX

Skills

typescriptCSSDockerfileJavaScriptPythonC++YaccLexAssemblyGoHTMLPowershellRustPugShellLinker ScriptMakefile

Projects

Werunos

May 28, 2026 – Present

Lightweight userspace Ext4 & Btrfs filesystem driver for Windows via WinFsp. Natively mount Linux partitions with POSIX read-write support, native JBD2 circular journaling, B-Tree Copy-on-Write (CoW), multi-depth extents, xattr writes, and transparent decompression.

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Balsam

July 18, 2025 – July 18, 2025

Balsam is a secure email protocol in Rust featuring a custom binary transport layer and end-to-end encryption. It replaces password authentication with a SIGN(NONCE) challenge-response mechanism using Ed25519 keypairs, rendering the server a cryptographically-untrusted MTA.

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tarkus-doomgeneric

June 6, 2025 – June 6, 2025

Doomgeneric, modified and optimized specifically for the Tarkus kernel.

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Tennis-Paul

June 5, 2025 – June 6, 2025

Tennis ball detection and analysis using a custom YOLOv8 model with speed estimation, trajectory tracking, and landing prediction in images, videos, and webcam streams.

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Papers-Please

May 2, 2025 – May 13, 2025

A fast, searchable archive of MIT Manipal question papers with dynamic filters and a clean API. Built with Next.js, Tailwind, and Docker for speed, clarity, and portability.

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Quantum-Computation-and-Nonlinear-Oscillators

April 29, 2025 – April 29, 2025

Classical and quantum analysis of Duffing oscillators, including simulations of Schrödinger cat states and Wigner functions.

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C2Asm86

November 30, 2024 – November 30, 2024

A lightweight and efficient tool that converts C code into 8086 assembly language with built-in optimization, leveraging lex and yacc for accurate parsing and assembly generation.

View Project

Key Strengths

Demonstrated proficiency in Python for data-related tasks (Tennis-Paul project).
Experience with machine learning models (YOLOv8 in Tennis-Paul).
Exposure to scientific computing tools (Jupyter Notebook in Quantum-Computation-and-Nonlinear-Oscillators).

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. The candidate's project descriptions are concise, but no direct communication or collaboration examples are provided.