Aaditya Gupta — Data Scientist

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.

Stackforce AI infers this person is a Data Scientist with a focus on Healthcare and Generative AI solutions.

Location: Bengaluru, Karnataka, India

Experience: 4 mos