Swapnanil Mukherjee
Data ScientistAI and Deep Learning
Ashoka University
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
AI and Deep Learning
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Ashoka University
Data Scientist
June 16, 2026 – Present
SnakeGame-RL
December 22, 2025 – Present
My first attempt at RL- a simple implementation of the Snake Game and an RL agent trained to play it.
View ProjectAgentic-AutoML
December 22, 2025 – Present
An assignment for my Artificial Intelligence (CS-4440) course that implements a fully autonomous, agentic pipeline for AutoML. Given only a CSV file, the system will autonomously will do the entire end-to-end ML modelling pipeline on the dataset and produce final insights and results without any human intervention. Runs locally and on the cloud.
View ProjectCausal-RL
December 22, 2025 – Present
Final project for the course "Artificial Intelligence" (CS-4440) which implements a Causal RL agent for learning world discovery with a neurosymbolic augmentation.
View ProjectVeriDoc
November 16, 2025 – November 16, 2025
A System for Verifiable Integrity in Public Document Archives. CS-3610 (Information Security) Course Project-cum-Assignment
View Projectcs-lab-booking
October 3, 2025 – November 3, 2025
A space reservation app for booking computers in for the Ashoka CS Department Computer Lab
View ProjectKAT-reimplementation
January 25, 2025 – Present
A reimplementation of the KAT (Knowledge Augmented Transformer) paper on three datasets: 1) e-SNLI-VE 2) CRIC 3) A-OKVQA
View ProjectCultural Fit Analysis
The candidate's projects are primarily personal and academic, indicating a strong drive for learning and exploration. However, the experience level is listed as 0, and the only listed professional experience is a current 'Data Scientist' role at Ashoka University starting in 2026, which appears to be a future or placeholder entry. This makes it difficult to assess real-world team collaboration or professional cultural fit. The diversity of projects (web development, security, NLP, RL) suggests a broad interest, but also a potential lack of deep specialization for a senior Data Scientist role.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The psychometric test score is 0, providing no insights.