Shishir Modi

Computer Science (AI/ML)  ·  Manipal University Jaipur  ·  2024–2028

 

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I build AI systems with a focus on generative models and computer vision — from low-level simulation logic to production-ready ML pipelines. My background spans formal certifications in astrophysics and particle physics alongside hands-on ML work, which gives me an unusual lens for modeling complex systems.

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Projects

Skaitch  ·  Python · PyTorch · Stable Diffusion · GANs

An AI-powered facial composite generation system designed for law enforcement use. Built a two-phase architecture combining Stable Diffusion and DeepFaceDrawing for iterative refinement — accepts structured facial attribute inputs alongside free-text descriptions, generates multiple sketch variations per session with state persistence.

Crowd Psychology State Engine  ·  Python · Simulation Logic · APIs

Probabilistic state-machine simulation of crowd behavior. Models how individual psychological states propagate and shift into emergent group dynamics using stochastic transition logic. Designed to simulate realistic behavioral cascades under varying crowd density conditions.

RiteFit  ·  Python · Web Development · REST APIs

Web application that translates live weather data into real-time outfit recommendations. Built around a clean API integration layer that abstracts weather signals into user-facing, context-aware decisions.

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Technical Skills

Domain	Technologies
Languages	Python, C++, C, Go, JavaScript
ML / AI	PyTorch, Stable Diffusion, GANs, Deep Learning, Computer Vision
Data	Data Preprocessing, Exploratory Analysis, SQL
DevOps	Linux, Docker, Kubernetes, Git, Cloud Computing
Scientific	Particle Physics, Astrophysics, Simulation Logic

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Education & Certifications

B.Tech, Computer Science and Engineering (AI/ML) — Manipal University Jaipur (2024 – 2028)

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_{Open to research collaborations, open-source contributions, and project work.}