I started in a research lab, curious about how machines learn. Now I build the systems that put that learning to work — at scale, in production, for real people.
Technology Analyst at Citibank, working on AI security platforms, MCP tooling for 2,500+ daily users, and LLM evaluation pipelines. My work lives at the intersection of research-grade thinking and production-grade engineering.
From transformer-based medical AI research at IGDTUW → ML research at the AI Institute of South Carolina → agentic workflows at Citi. Along the way: mentoring students through Intel × Digital India's AI4Youth, speaking at security and developer meetups, and earning a Research Excellence Award from the Delhi Education Minister.
Now leaning toward product, DevRel, and the stage. AI's future is shaped by people who translate complexity into curiosity.
2024
IEEE CONECCT 2024
Proposes a Twin Transformer (TwinViT) architecture for CT scan classification into NSCLC subtypes — Squamous Cell, Adenocarcinoma, Large Cell Carcinoma — achieving 94.3% accuracy and 94.49% precision.
View Paper ↗2024
Conference Paper · April 2024
Explores ensemble deep learning architectures for improved lung cancer classification efficiency and accuracy on CT imaging datasets, improving diagnostic performance over single-model baselines.
View on ResearchGate ↗2023
Conference Paper · March 2023
Proposes a CNN + LSTM hybrid architecture for binary classification of pulmonary nodules on LIDC-IDRI and LUNA16 datasets, achieving 86.89% accuracy. Cited 1 time.
View on ResearchGate ↗2022
Conference Paper · December 2022
Implements LSTM-based binary classification of pulmonary nodules for early-stage lung cancer detection. Cited 4 times — the most cited paper in the series.
View on ResearchGate ↗2024
Systematic Review · July 2024
A systematic review of the emerging role of Large Language Models and NLP techniques in lung cancer diagnosis workflows — bridging Smridhi's medical AI and LLM expertise.
View on ResearchGate ↗2023
Conference Paper
Fine-tuning pre-trained CNN architectures via transfer learning for pulmonary nodule detection, comparing multiple model variants and color spaces for improved detection on standard CT datasets.
View on ResearchGate ↗Languages
AI & LLM
Backend & Cloud
Data & Observability
Citibank
Red Carpet Rewards & Recognition
Recognised for engineering ownership and delivery impact across AI security and agentic platform projects.
IGDTUW · Delhi Education Ministry
Research Excellence Award · ₹50,000 Grant
Presented by Shri Ashish Sood, Hon'ble Education Minister of Delhi, for commendable undergraduate research in medical AI.
open --collab smridhi-gupta
Open to DevRel, product roles, AI consulting, conference speaking, and research collaborations. Working on something at the edge of AI? Let's connect.
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