Key Strengths

Extensive experience with Python for data science and AI/ML projects.
Demonstrated ability to work with various AI/ML concepts including LLMs, RAG, crisis detection, and adversarial testing.
Strong portfolio of personal projects showcasing practical application of data science skills.
Current role as a Data Scientist at Obvix Labs aligns directly with the target role.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's portfolio demonstrates a strong inclination towards innovative and experimental projects, often pushing boundaries in AI/ML. This suggests a fit for a culture that values research, development, and a proactive approach to technology. The personal projects, while diverse, are heavily concentrated in AI/ML and data science, aligning well with a Data Scientist role. The creation of a programming language and adversarial testing tools indicates a deep curiosity and a drive to understand systems thoroughly. However, the lack of team-based projects or contributions to open-source initiatives beyond personal projects makes it difficult to assess collaboration style.

Soft Skills & Operational Fit

The candidate's project descriptions suggest a proactive and experimental approach to problem-solving, indicating strong initiative and a willingness to explore novel solutions. The diversity of projects, from language creation to adversarial testing, points to adaptability and a broad interest in technical challenges. However, without psychometric test results, specific soft skills like logical reasoning, work attitude, stress handling, and team collaboration cannot be objectively assessed.

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karan

Data Scientist

https://www.opentalent.in/karan-3

👋 I'm Karan, a backend developer exploring Python, Node.js, and now machine learning. Keen on open source contributions to enhance my project management skills

Obvix Labs

IndiaMember since June 14, 2026

https://www.opentalent.in/karan-3

Top Skills

PythonShellHTMLCSSJavaScriptJupyter Notebooktypescript

Skills

PythonShellHTMLCSSJavaScriptJupyter Notebooktypescript

Experience

Obvix Labs

Data Scientist

June 14, 2026 – Present

Projects

claude-code-analysis

April 1, 2026 – Present

We read all 512K lines of Claude Code's accidentally exposed source. 82 docs, 15 diagrams, every subsystem mapped — from the hidden YOLO safety classifier to multi-agent swarms.

View Project

context_window_research

March 13, 2026 – Present

80,433-trial study of context-window sycophancy across 6 LLMs (4B–72B). Behavioral ratchet effect, correction injection mitigation, phase transition analysis. Code, data, and preprint included.

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claude-skills

February 12, 2026 – Present

Battle-tested Claude Code skills for hardening vibe-coded projects. Audit, clean, and ship AI-generated codebases with confidence.

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havoc-machine

December 27, 2025 – Present

Havoc Machine is a Synthetic Customer Chaos Lab that stress-tests customer support chatbots through AI-generated adversarial conversations. It automatically generates 1,000+ realistic chaos scenarios to expose policy vulnerabilities and refund leakage before impacting real customers.

View Project

clip-cast

October 1, 2025 – November 26, 2025

📺 YouTube Clone – MERN Stack A full-stack video streaming platform built with the MERN stack (MongoDB, Express, React, Node.js). Features include video upload, playback, likes, comments, and a modern UI inspired by YouTube.

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obvix-wellness

September 21, 2025 – September 27, 2025

Obvix Wellness is a safety-first emotional AI chat companion combining retrieval-augmented generation, crisis detection, and locally served Fine-tuned models for grounded therapeutic conversations.

View Project

bodhi

June 28, 2025 – June 29, 2025

Dynamic knowledge base that auto-syncs your docs and FAQs from Google Drive, keeps company support/help pages current, and powers both a customer-facing support site and a real-time chatbot to answer questions instantly. Reduce support workload with consistent, always-updated answers based on your latest internal documentation.

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sanskritayam

March 24, 2024 – April 2, 2024

"Sanskritayam" is a unique, experimental programming language inspired by the Sanskrit language. Developed for fun, following a viral meme, it integrates Sanskrit's grammatical precision into programming, featuring constructs like loops, conditions, data types, and OOP.

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ShawtyGPT

February 21, 2024 – April 2, 2024

A fun project exploring the power of Google's Generative AI API to create a sassy, materialistic chatbot named "Lavanya". This project is meant to demonstrate the capabilities of large language models while acknowledging the potential sensitivities of the chosen persona.

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AFOptimizer

December 29, 2023 – Present

Enhance anime videos with AFOptimizer, a Python tool for removing static frames using Frame Difference , SSIM and Optical Flow methods. Ideal for streamlining viewing and editing.

View Project

Key Strengths

Extensive experience with Python for data science and AI/ML projects.
Demonstrated ability to work with various AI/ML concepts including LLMs, RAG, crisis detection, and adversarial testing.
Strong portfolio of personal projects showcasing practical application of data science skills.
Current role as a Data Scientist at Obvix Labs aligns directly with the target role.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit