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AI/ML Student · Systems Builder · Bengaluru

Siddharth P.

Building offline-first academic intelligence, mental wellness platforms, payment data tools, local voice AI, and privacy-conscious systems. Currently at BNMIT, shipping real products.

Siddharth P — AI Systems Builder
Building NIRMIQ AIS
3 Shipped & live
1 ML Internship
2027 B.E. AI/ML
About Me

Not just learning AI — building it.

Siddharth P is an Artificial Intelligence & Machine Learning engineering student at BNM Institute of Technology with a strong focus on building practical AI systems. His work spans AI-powered candidate verification, real-time stress detection, offline academic intelligence, anonymous mental wellness platforms, edge AI rider safety systems, automated medical imaging with Vision Transformers, payment data quality, local voice-to-text, privacy tools, and blockchain-enabled environmental impact tracking.

My goal is to build AI systems that solve real problems — in research, education, automation, privacy, and intelligent workflows. I combine AI models, automation tools, full-stack development, local LLMs, and infrastructure thinking to create products that are practical, scalable, and meaningful.

12
Projects built · 3 shipped live
1
AI/ML research internship
Local
AI infrastructure builder
BNMIT
AI/ML B.E. · 2023–2027
What I Build
Currently Building

NirmiqResearchOS

An offline-first Academic Intelligence System with hybrid retrieval, local Ollama generation, and a full study workspace — no cloud, no subscriptions.

Actively building

Academic intelligence that runs entirely on your own hardware.

NirmiqResearchOS is an offline-first, privacy-conscious academic intelligence system. It features a FastAPI backend with hybrid BM25 + Chroma vector retrieval (RRF reranking), and a custom Next.js study workspace with 10 study modes — from deep research to exam answers and revision notes. Documents (PDF, text, markdown, images) are ingested locally, chunked, and indexed with page-level caching. Generation and embeddings run through Ollama. Zero cloud dependency.

FastAPI · Backend
BM25 + Chroma
Next.js Workspace
Ollama · LLMs
SQLite + Chroma
Evidence Trails
10 Study Modes
Featured Projects

Things I've built & shipped.

A selection of AI, automation, research, privacy, health, and blockchain systems I've built or am actively building.

Hackathons & Achievements

Competing under the clock.

Hackathon results and certificates from the past few months — built and shipped within 24–48 hour windows.

Skills & Tools

The stack I build with.

Services

How I can help.

Ways I can support AI, automation, and product-building projects.

Experience

Where I've worked.

June 2025 – July 2025

AI/ML Intern

Equvinoxis Pvt Ltd
  • Researched stress faced by pilots during long flight durations and the consequences of prolonged aviation stress.
  • Worked in the human-lab sector on stress detection in pilots using facial analysis.
  • Explored AI-based facial analysis methods for detecting stress-related patterns.
AI/MLFacial AnalysisStress DetectionResearchHuman Lab
Education

Academic path.

2023 – 2027 · Present

B.E. — Artificial Intelligence & Machine Learning

BNM Institute of Technology
2021 – 2023

Pre-University · PCMC

Sri Chaithanya PU College
2021

ICSE

Sri Vani Education Centre
Contact

Let's build something intelligent.

Open to internships, AI/ML projects, collaborations, research opportunities, freelance automation work, and product-building opportunities.

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