Research Intern
AI4Bharat
- Working on vision models and interpretability research.
- Investigating mechanisms of vision transformers and feature representations.
- Developing analysis tools for understanding model behavior in visual tasks.
🐱 AI Engineer & CS Student
Aritro Shome
building minds from math
I translate mathematical theory into functional code — from optimization and linear algebra to probabilistic models. Currently pursuing B.Tech in Information Technology at IIEST Shibpur.
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if you're techy, find me below ↓
aritro@portfolio:~$
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Experience
AI Engineer Intern
Sarvam AI
- Built the evaluation framework for an NVIDIA-provided LipSync Model — designed quantitative/qualitative metrics and automated the benchmarking pipeline with Python.
- Diagnosed and fixed a critical bug causing ~500% variance in output video file sizes, stabilizing the generation pipeline.
- Redesigned the dubbing pipeline's translation prompts by modularizing redundancies into a YAML-based, block-wise structure for maintainability.
- Ran A/B tests on the modular prompt architecture; discovered a simpler unformatted prompt outperformed the structured version, leading to a streamlined deployment.
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Education
B.Tech, Information Technology
IIEST Shibpur
CGPA: 9.15 · INSPIRE Scholar (Govt. of India)
Higher Secondary & Secondary
M. P. Birla Foundation H.S. School
ISC: 95.3% · ICSE: 98.3%
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Projects
AlponaGen Generative Art
Procedurally generates Alpona (traditional Bengali folk art) using fractal-based mathematical layering. Published a 13,000-image synthetic dataset on Kaggle.
- Concentric-layer algorithm with probabilistic style selection
- Object-oriented Style Registration System
Thomas Raw Agentic AI
AI-powered travel assistant using Google Gemini and LangChain. Plans, budgets, and personalizes itineraries with conversational agents and photo-based location ID.
IPL 2025 Predictor 🏆 Winner
Sports prediction system using Decision Trees, Random Forests, MLP Classifiers, and Monte Carlo simulations. Won the BrainDead 2025 Hackathon at IIEST Shibpur.
Abler 🏆 Winner
Real-time accessibility assistant combining object detection, depth estimation, and speech/gesture recognition to help visually impaired users navigate the world.
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Skills
Languages
ML / AI
Tools
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