I used to speak to machines, now I'm teaching them to speak back.
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
SelfDoubt
April 5, 2026 – Present
SelfDoubt: Uncertainty Quantification for Reasoning LLMs via the Hedge-to-Verify Ratio
View ProjectDont-Blink
April 5, 2026 – Present
Official code for "Don't Blink: Evidence Collapse during Multimodal Reasoning".
View ProjectBeaufort-Bifid
November 15, 2024 – November 24, 2024
Automated Identification of Cipher Algorithms Using Naive Bayes, Neural Networks, LSTM, and Transformer Models
View Projectgreenovate-dashboard
November 8, 2024 – November 8, 2024
greenovate-dashboard — GitHub repository
View ProjectRepair-Of-Thought
October 8, 2024 – Present
Function level automated program repair: ROT combines COT reasoning, patch generation, and semantic evaluation in one reproducible pipeline.
View ProjectModularRag
July 16, 2024 – July 24, 2024
Advanced RAG retrieval scripting through modularization and pipelining.
View ProjectKrishiSewa
April 22, 2023 – April 23, 2023
The Ultimate Ag-solution. Leverage machine learning to predict crop health and identify the best markets to maximize your profits.
View ProjectCultural Fit Analysis
The candidate's projects are primarily personal and research-oriented, focusing heavily on advanced AI/ML topics. While this demonstrates strong technical curiosity and initiative, there is limited evidence of experience in collaborative, production-oriented environments or diverse team settings. The projects are highly aligned with a Data Scientist role, but the lack of professional experience or team projects makes it difficult to assess cultural fit for a typical corporate environment.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions are concise, but there is no information on collaboration, communication style, or problem-solving approaches in a team setting.