Total Projects
7
Project Portfolio
Projects and Product Vision
Open-source engineering, live product execution, and forward-looking AI product concepts for education-focused global impact.
Open Source
3
Live Products
2
In Progress
2
Open Source (Not Live)
Engineering depth with a community-first mindset aligned with long-term contribution goals like GSoC.
01
AI Chatbot RAG Framework
A scalable Retrieval-Augmented Generation (RAG) framework designed for production environments with optimized embeddings, vector search, and token-efficient generation.
PythonFastAPISentence TransformersQdrant / FAISSDockerKubernetesMinIOCloudflare Tunnel
Key Features
- Optimized embeddings for low-latency retrieval
- Hybrid search with vector + cosine similarity
- Token-efficient LLM response generation
- Multi-tier model architecture (premium vs free models)
- Real-time streaming responses
- Horizontal and vertical scalability
- Airflow-backed index rebuilding support
Impact: Designed for education and tutoring platforms handling large-scale AI query loads.
02
Cloud Native Deployment Templates
A collection of production-ready Kubernetes and Docker templates for deploying AI and backend systems with CI/CD automation.
KubernetesHelmArgo WorkflowsAzure PipelinesDockerNGINXCloudflare
Key Features
- Automated CI/CD pipelines
- Secure TLS and secrets management
- Scalable microservices architecture
- Production monitoring support
- Canary deployments
Impact: Helps startups and engineers deploy AI systems faster with repeatable standards.
03
AI Video Knowledge Extraction
An open-source tool to extract structured knowledge from long-form educational videos such as JEE lectures.
PythonSpeech-to-TextEmbeddingsVector Search
Key Features
- Timestamp extraction
- Automatic notes generation
- Searchable lecture content
- AI-powered summaries
Impact: Reduces lecture time and improves student learning efficiency.
Live Projects
Real-world products that combine technical delivery with business alignment and measurable user value.
01
Kahichan - AI Powered Learning Platform
An AI-driven tutoring platform designed to help students prepare for competitive exams with smart explanations, embeddings, and personalized learning.
Next.jsFastAPILLMsVector DatabasesDocker
Key Features
- AI explanations for math problems
- Optimized embeddings for lower operating cost
- Interactive learning flows
- Smart tutoring chatbot
- Scalable platform architecture
Impact: Built to scale for international users and multiple exam systems.
02
Sanjeev Sinha Portfolio & Education Platform
A professional education platform for JEE Main and Advanced preparation with memory-based exam discussions and structured content.
Next.jsCloudflareVideo StreamingAI-Assisted Content
Key Features
- Structured exam solutions
- Fast-loading educational videos
- Content optimization for YouTube
- SEO and organic growth strategy
Impact: Focused on building a global math learning brand.
In Progress
Upcoming products that reflect future-facing product thinking for international career and startup ecosystems.
01
AI Resume Builder
A smart AI-powered resume builder tailored for global job markets including Japan, Europe, and the US.
Planned Features
- ATS-optimized resumes
- Japan-specific resume format support
- AI writing suggestions
- Real-time quality feedback
- Multilingual support
- PDF + portfolio export
Impact: Helping professionals create world-class resumes in minutes.
02
AI Interviewer
An intelligent interview preparation platform simulating technical and behavioral interviews.
Planned Features
- Voice-based mock interviews
- Technical coding + ML rounds
- Personalized feedback loops
- Cultural interview training
- Japanese job interview preparation
Impact: Preparing candidates for global careers with AI-driven guidance.
Research & Innovation Focus
Core research directions guiding architecture choices and product decisions.
Generative AI in education
Token-efficient LLM architectures
Scalable MLOps pipelines
AI + tutoring business integration
Real-time streaming AI systems
Career Direction
Career Goal
Build scalable AI-powered education platforms and contribute to the global AI ecosystem while working in Japan.
Long-Term Vision
Create an international AI-driven learning company that combines human teachers with intelligent systems.