Shikhar Singh

Data Science Student, IIT Madras

I'm a Data Science & Applications student at IIT Madras, focused on building privacy-first AI agents, scalable machine learning pipelines, and full-stack web applications.

GitHub LinkedIn
Specializing in Generative AI, Machine Learning Pipelines, RAG & Full-Stack Engineering

Projects

Every project runs live on its own subdomain — click through and try it.

Privacy-First AI Agent Platform

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Architecting a multi-agent AI platform for regulated verticals with ephemeral-session architecture, local LLM inference, and zero data persistence.

PythonLLMsVector DBsAgents

Smart MCQ Solver (RAG)

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Dual-FAISS RAG pipeline retrieving into a quantized Gemma-4-12B. Achieved top score (0.75893 MAP@3) on Kaggle. Tracked 47 experiments on WandB.

PyTorchLangChainHuggingFaceModal

Comment Category Prediction

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Engineered an ML pipeline with TF-IDF and metadata preprocessing to predict comment categories. Evaluated multiple classifiers achieving macro F1 0.8175.

Scikit-LearnLightGBMPandasNumPy

Campus Placement Portal

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Role-based recruitment application spanning 3 dashboards. Automated recurring reminder and reporting jobs with Redis and Celery.

FlaskVue.jsRedisCelery

Quiz Master App

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Multi-user quiz platform featuring secure authentication, dynamic quiz management, and real-time Matplotlib-based performance tracking.

FlaskJinja2MatplotlibSQLite

Skills

The stack I reach for, grouped by what I use it for.

Languages

PythonRSQL

ML & Data

PyTorchScikit-LearnLightGBMLangChainHuggingFaceFAISSPandasNumPyMatplotlib

Web & Infra

FlaskVue.jsBootstrapRedisCeleryAzureModalSQLite

Tools

GitGitHubDockerShell Scripting

Certifications

Training programs and official credentials.

✦
Summer Training in AI & Robotics (AIR.2026)
1-month offline program covering ML, DL, RL, and Robotics
IIIT Allahabad
✦
Azure AI Apps and Agents Developer Associate (AI-103)
Scheduled
Microsoft

Let's talk.

Feel free to look around, break things (it's okay, I'll fix it later), and if any doubt or query strikes, get in touch.