Kunal Kumar Pant

Data Scientist

https://talent.gravityer.com/kunal-kumar-pant

Subject to entropy, bugs, and eventual deprecation.

Amrita Vishwa Vidyapeetham

Key Strengths

Strong interest and practical experience in AI/ML, particularly in LLMs, NLP, and chaotic systems for AI applications, as evidenced by multiple personal projects.
Demonstrated initiative in building complex AI models from scratch (e.g., 'LLM_from_Scratch').
Experience with Python, a core language for Data Science.
Exposure to research-oriented projects (e.g., 'ChaosProbe', 'Speech-Processing', 'ChaosNet-for-Few-Shot-Medical-Image-Classification-in-Low-Resource-Settings').

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's project portfolio shows a strong inclination towards cutting-edge AI research and development, which could align well with an innovative and research-driven culture. However, the lack of team-based projects or diverse industry applications makes it difficult to fully assess cultural fit beyond technical alignment. The candidate's experience level is listed as 0, and their only listed 'experience' is a future role, suggesting a very early career stage.

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. The candidate's profile primarily highlights technical projects.

AI is analyzing your overall score…

Identifying your key strengths…

Evaluating your skill match against the job requirements…

Assessing your cultural and operational fit

Projects

ChaosProbe

June 6, 2026 – Present

Dynamical Trajectory Descriptors for Transformer Representation Analysis. To investigate whether neurochaotic trajectory descriptors provide a novel and informative representation of transformer embedding spaces beyond conventional geometric analyses.

View Project

TOBI

May 26, 2026 – Present

TOBI is an AI-native outreach engine that generates hyper-personalized cold emails. Built at the intersection of agentic AI, retrieval systems, and applied NLP for scalable human-like outreach.

View Project

ChaosNet-for-Few-Shot-Medical-Image-Classification-in-Low-Resource-Settings

February 27, 2026 – Present

ChaosNet-for-Few-Shot-Medical-Image-Classification-in-Low-Resource-Settings — GitHub repository

View Project

Chaos-based-Prompt-Space-Modulation-for-Robust-and-Secure-LLMs

January 12, 2026 – Present

Chaos-based-Prompt-Space-Modulation-for-Robust-and-Secure-LLMs — GitHub repository

View Project

LLM_from_Scratch

January 7, 2026 – Present

Building my own Large Language Model (LLM) from scratch

View Project

Speech-Processing

January 2, 2026 – Present

Research on SER (Speech Emotion Recognition) Models

View Project

BFSI-LOS

July 29, 2025 – September 24, 2025

BFSI-LOS — GitHub repository

View Project

WARP

July 11, 2025 – September 4, 2025

WeKan Automated Recruitment Portal

View Project

RiverSide

May 5, 2025 – June 1, 2025

Personal static portfolio website for a writer

View Project

BrandGPT

April 24, 2025 – May 6, 2025

BrandGPT – The AI Co-Creator for Personal Brands

View Project

Key Strengths

Strong interest and practical experience in AI/ML, particularly in LLMs, NLP, and chaotic systems for AI applications, as evidenced by multiple personal projects.
Demonstrated initiative in building complex AI models from scratch (e.g., 'LLM_from_Scratch').
Experience with Python, a core language for Data Science.
Exposure to research-oriented projects (e.g., 'ChaosProbe', 'Speech-Processing', 'ChaosNet-for-Few-Shot-Medical-Image-Classification-in-Low-Resource-Settings').

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. The candidate's profile primarily highlights technical projects.

Kunal Kumar Pant

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Experience

Projects

Key Strengths

Cultural & Operational Fit