---
title: "Aaditya Gupta - Data Scientist 1 in Bengaluru | Tal"
description: "Meet Aaditya Gupta, Data Scientist 1 @ Swiggy | Data Science Enthusiast | Python | SQL | Machine Learning | Kaggle 2X Expert | Amazon ML Summer School 2023 | Mathematics and Computing B.Tech 21-25 based in Bengaluru. AI stack includes claude code, gemini, and ChatGPT."
image: "https://tal.club/meet/aaditya-gupta/share-image"
---

# Aaditya Gupta on Tal

## Headline

Data Scientist 1 @ Swiggy \| Data Science Enthusiast \| Python \| SQL \| Machine Learning \| Kaggle 2X Expert \| Amazon ML Summer School 2023 \| Mathematics and Computing B\.Tech 21\-25

## About

I am Aaditya Gupta — a B\.Tech graduate in Mathematics & Computing branch at IIT Guwahati and currently working as Data Scientist at Swiggy\. I build production\-ready ML pipelines and generative\-AI solutions\. From designing custom CNNs, XGBoost and retrieval\-augmented systems to performing A/B Testing, I love turning ambiguous product problems into reproducible, scalable models that deliver measurable business value\. 𝗛𝗶𝗴𝗵𝗹𝗶𝗴𝗵𝘁𝘀: • Role & focus: Data Scientist @ Swiggy Instamart team\. • Academic foundation: B\.Tech \(𝗠𝗮𝘁𝗵𝗲𝗺𝗮𝘁𝗶𝗰𝘀 & 𝗖𝗼𝗺𝗽𝘂𝘁𝗶𝗻𝗴\), IIT Guwahati — strong coursework in Probability & Statistics, Machine Learning, Deep Learning, Linear Algebra, Financial Enginering, Numerical Methods, Algorithms\. • Collaboration & communication: Worked on group projects end\-to\-end, taken part in 𝟭𝟬\+ hackathons and case competitions to solve real\-world problems, and contribute actively to the 𝗖𝗼𝗻𝘀𝘂𝗹𝘁𝗶𝗻𝗴 𝗮𝗻𝗱 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀 𝗖𝗹𝘂𝗯, 𝗜𝗜𝗧 𝗚𝘂𝘄𝗮𝗵𝗮𝘁𝗶, where I collaborate on analytics\-driven initiatives and knowledge\-sharing events\. • Toolkit & practices: Proficient in Python, SQL, Machine Learning, Deep Learning, Data Science, and comfortable implementing models for business outcomes\. • Curiosity & growth: Active focus on advancing in Generative AI, RAG architectures, and deployment\-scale ML engineering — continuously iterating on models, evaluation, and user value\. 𝗪𝗵𝗮𝘁 𝗜 𝗰𝗮𝗻 𝗱𝗼: • Design and train ML/DL models • Build end\-to\-end pipelines: preprocessing, feature engineering, validation, monitoring, deployment \(APIs/Streamlit\) • Implement evaluation and model\-interpretability routines \(ROC AUC, confusion matrices, error analysis\) • Work with imbalanced datasets, missing data handling, and optimization 𝗪𝗵𝗮𝘁 𝗜 𝗵𝗮𝘃𝗲 𝗱𝗼𝗻𝗲: • Custom CNN architecture search and hyperparameter tuning — boosted accuracy from 0\.30 → 0\.74\. • Healthcare prediction model — 0\.84 ROC\-AUC score, presented insights to stakeholders\. • Toxicity detection pipeline — achieved 0\.96 F1 score using NLP workflows\. • Built spam classifiers, ensemble models, and experimented with A/B Testing • Experience with model documentation, Sphinx, and GitHub\. If you are working on a Gen\-AI project, or want to collaborate on research\-to\-production workflows or have any interesting stuff to discuss related to data science or tech in general — feel free to reach me\.

## Location

Bengaluru

## AI stack

claude code

gemini

ChatGPT

## Work experience

Data Scientist 1 at Swiggy Instamart, Jan 2026 \- Present · 7 mo, Bengaluru, Karnataka, India

Analyst \- Data Science at Sirius AI, Sep 2025 \- Dec 2025 · 4 mos, Gurugram, Haryana, India

AI Research Intern at Wishtales AI, Mar 2024 \- Jun 2024 · 4 mos, Bengaluru, Karnataka, India

Advanced Data Analytics Intern at Edunet Foundation, Dec 2023 \- Jan 2024 · 2 mos, Remote, A 6\-week internship in which a healthcare prediction model was created using python\. Got to learn a lot through regular sessions by industry experts and created a presentation report summarising the whole work\.

## Education

Bachelor of Technology \- BTech, Mathematics and Computing, Indian Institute of Technology, Guwahati

12th standard CBSE, Adarsh Vikas Vidyalaya

[View the original profile](https://tal.club/meet/aaditya-gupta)

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