About Me
I train models to learn & they teach me patience.
I am a computer science engineering student working on machine learning, NLP, and applied AI systems. I run Aryy & Co, a tech agency helping early-stage teams build and ship products. I create tech content at @aryy.in_. I craft effective prompts, build clean frontends, and work comfortably across backend systems.
Beyond work, I make food edits at @nomnomsss_.
Tech Stack
Languages
ML/AI Frameworks
Full Stack
Tools & Platforms
GitHub Activity
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LeetCode Stats
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Work Experience
AI Engineer
Sylus AI • (remote)
Developing and maintaining AI systems for a SaaS-based social media automation platform, Sylus AI. Building and integrating APIs, managing databases, and contributing to system architecture. Developing AI-driven features, while debugging, testing, and optimizing applications in collaboration with the team.
April 2026 - Present
SDE Intern
Southern Federal University, ICTIS • Russia (remote)
Developed a web application as an international interdisciplinary project in collaboration with Southern Federal University (ICTIS) & MUJ to support the adaptation of international students. The platform acts as a digital assistant that helps to explore, understand and navigate the campus facilities and improves accessibility for new international students.
Oct - Nov 2025
AI R&D Intern
Elumina Street Solutions • Jaipur
Developed a violence detection model using CNN (MobileNet) and LSTM in TensorFlow for video-based behavior recognition; improved accuracy with focal loss and class weighting. Implemented and evaluated a real-time weapon detection system using YOLOv8 and OpenCV. Collaborated with the AI research team to analyze model performance, optimize hyperparameters, and enhance detection.
April - July 2025
Research Intern
AI²: computAtional linguIstics & vIsion Lab • MUJ
Leading two concurrent research workstreams: (1) SafeAlign — a multi-arm experimental pipeline for LLM safety evaluation using taxonomy-guided data curation on the Anthropic HH-RLHF dataset, training a RoBERTa-based reward model (Arm A), a QLoRA+DPO-aligned Qwen2.5-1.5B generative model (Arm B), and a MiniLM contrastive safety encoder (Arm C). Key finding: a 66M DistilBERT classifier trained on taxonomy-filtered data achieves 81.3% accuracy vs 59.5% on raw data — showing label quality outweighs model scale. ,(2) Quantifying the Alignment Tax — empirically measuring how SFT and DPO degrade LLM creativity using DAT, AUT, and TTCT benchmarks with Semantic Entropy metrics across Mistral-7B and Llama-3.1-8B.
Jan 2025 - Present
Research
SafeAlign: A Multi-Paradigm Pipeline for LLM Safety Evaluation via Taxonomy-Guided Data Curation
Aryan Rastogi, Dr. Varda Pareek — Manipal University Jaipur
Taxonomy-guided label denoising outperforms model scale — a 66M DistilBERT on filtered data beats a 774M baseline on safety classification.
Quantifying the Alignment Tax: Tracking Creativity and Semantic Entropy through the SFT and DPO Pipeline
Harshita Singh, Aryan Rastogi — Manipal University Jaipur
DPO systematically collapses semantic diversity — creative narrative divergence drops from 0.7153 (base) to 0.3591 (post-DPO) on Mistral-7B.
Live Projects
perpleX
AI-powered text humanizer that transforms AI-generated content into natural, human-like text.
teXlab
Converts natural language and NLP outputs into professional LaTeX diagrams and tables with intelligent formatting.
Hackathon Builds
Roadeye
AI-powered road audit system using deep learning and computer vision to detect road defects and generate professional audit reports.
Prompt2Plugin
AI-powered Chrome extension generator that transforms natural language prompts into functional extensions and n8n automation workflows.
Uniway
Campus navigation platform featuring interactive maps, smart search, route guidance, and student services with AI-ready extensions.
JanConnectAI
AI-powered election management platform with voter knowledge graphs, booth-level analytics, fraud detection, and intelligent voter engagement.
Silvercircle
A social networking and community platform designed for old age people, featuring VR Memory lanes, games, hobby circles and many more. Judged by the expert panel of engineers from Google, Microsoft etc.
Geoverse
AI-powered conversational system that transforms complex satellite data into instant, contextual answers using NLP and knowledge graphs.
Achievements & Recognition
India Innovates 2026 Finalist
India Innovates 2026, BHARAT MANDAPAM, NEW DELHI
Shortlisted as the finalist from 25k+ participants in the World's Largest Civic Tech Hackathon at Bharat Mandapam, New Delhi organised by BYHN x MCD, in collaboration with DDU, IIT KGP, DTC, NSUT, GGSIPU.
National Road Safety Hackathon Finalist
National Road Safety Hackathon 2025, IIT Madras
Shortlisted among the top 10 finalist teams nationwide from 3.6k+ participants & presented at the National Road Safety Hackathon organised by COERs, IIT Madras.
UniWay Hackathon Winner
Uniway MUJ Hackathon 2025
Secured 1st place, won a cash prize, and earned an opportunity to collaborate on a project with Southern Federal University, Russia.
Student Excellence Awardee
Manipal University Jaipur, CSE dept 2025
Awarded for outstanding technical performance, hackathon achievements, and project based innovation during the 3rd & 4th semester.
Solana Bounty Winner
Superteam India, 2025
Won a Solana bounty and became a Global Superteam Contributor within the Solana ecosystem.
Dean's List Awardee
Manipal University Jaipur, CSE dept 2025
Named to the Dean's List in the 2nd semester for academic excellence.
BrandIT 2.0 Winner
IEEE WIE MUJ, JUN 2025
A social networking and community platform built for older adults, featuring VR Memory Lanes to relive personal memories, curated hobby circles, companion matching, and accessible games. Designed for emotional connection and digital inclusion — built and presented at BrandIT 2.0.
Consultathon Winner
180 DC MUJ, April 2025
Won the Consultathon organized by 180 DC MUJ — presented a scaling strategy for a vocational training social enterprise facing the challenge of expanding impact across India while preserving quality and financial sustainability.
Blogs
Implementing Deep Learning by Diving Deep into the Black Box
Medium • Published 2026
An Implementation of deep learning in three stages: building a neural network from scratch using NumPy, predicting customer churn with an ANN, and classifying images with a CNN.
A Cursor and Google Colab Workflow for Machine Learning: Replacing Jupyter and ChatGPT
Medium • Published 2026
Exploring how to leverage Cursor and Google Colab together to create an efficient machine learning workflow that combines the best of both worlds - replacing traditional Jupyter notebooks and ChatGPT interactions with a more integrated development experience.
Knowledge Base
Deep Learning
Complete collection of deep learning concepts, architectures, and implementations.
Python Programming
Comprehensive Python programming short notes covering basics to advanced topics.
NLP
Notes on Natural Language Processing and implementations.
Leetcode
Leetcode solutions understanding and explanations.