// portfolio_2026 · Bengaluru, IN

Pradhan Shrinivas Kamath

open_to_work · full_stack_engineer · gen_ai/rag

Combining engineering design expertise with full-stack development — building scalable applications and innovative solutions with modern technologies.

> view_work > github > get_in_touch

pradhanska@port:~

$ cat about.me

role: full_stack_engineer

stack: [react, node, java, spring, python, sql]

focus: gen_ai, rag, clean_architecture

$ deploy --skill 100%

! 2 unused imports detected

$ fix --all

✓ 0 errors remaining — build_clean

$▊

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// 01 · Featured Work

Selected projects

01 MoAn-RAG Movies & Anime retrieval-augmented generation — retrieves and answers from the context of the data it is given. Gen AIRAGPythonVector Search GitHub ↗ 02 AI-Based SQL Query Generator Natural-language prompts converted into SQL queries — plain English in, valid SQL out. Gen AINLPSQLPython GitHub ↗ 03 Odin’s Eye — OCR Web-based optical character recognition built on Tesseract — engineered for accuracy, speed and usability. OCRTesseractPythonImage Processing GitHub ↗ 04 TaskManager Full-stack task management — Node, Express and EJS with PostgreSQL persistence, session auth and complete CRUD. Node.jsExpressPostgreSQLAuth GitHub ↗ 05 Expense Tracker Scalable Spring Boot REST API with secure auth, role-based access control and PostgreSQL persistence. Spring BootRESTRBACPostgreSQL GitHub ↗ 06 GOTamap A Game of Thrones fan-fiction world map — built with friends because building is better together. JavaScriptMapsSide Project GitHub ↗ 07 Netflocks Netflix-inspired streaming UI — dynamic interface, API integration and modern frontend architecture. ReactJavaScriptREST APIsResponsive UI GitHub ↗

// more_work

ThinkboardTypeScript ↗ PdfviewerPython ↗ Pokemon PokedexAPI ↗ Java To-DoJavaFX ↗ Portfolio v1The original ↗

scroll_horizontal_into_the_void →

// drag_or_scroll_to_explore_the_gallery

// 02 · Next Up

The roadmap

NX-01 in_development

MIRROR — agentic RAG mesh

Autonomous deep-research agent: plans, searches, reads and synthesizes against a persistent RAG memory — every claim shipped with citations and provenance.

PythonLangGraphpgvectorFastAPIReact

retrieval core — built & benchmarked
synthesis + guardrails — in progress
streaming research dashboard

NX-02 in_progress

VAULT — private code copilot

Code-aware RAG over your own repos: AST-aware chunking, repo-graph retrieval and inline completions — fully self-hosted and offline. No code leaves the machine.

Rusttree-sitterONNXOllamaTauri

indexer proof-of-concept
repo-graph retrieval — in progress
IDE plugin + completions

NX-03 research

RAGOPS — guardrails & observability

Operations suite for RAG pipelines: hallucination detection, retrieval-quality scoring, token/latency telemetry and canary deploys for prompts and embeddings.

PythonOpenTelemetryClickHouseReact

eval harness — MRR / nDCG
tracing pipeline — in progress
canary + alerting

NX-04 in_progress

KV-REX — Redis from scratch in Java

Redis-compatible key-value store in pure Java — RESP wire protocol, replication, persistence, eviction and pub/sub. Systems design the hard way.

JavaNettyRESPJUnit

RESP protocol + core commands
replication + persistence
eviction + pub/sub + pipelines

NX-05 research

MAGMA — a database from scratch

A database engine written from zero — B+tree disk storage, write-ahead log, MVCC transactions and a SQL planner/executor.

CB+treeWALMVCCSQL

storage engine — B+tree on disk
WAL + MVCC transactions
SQL parser, planner & executor

NX-06 in_development

NEUROGEN — self-learning agents

Agents that improve from experience: a reward loop, self-evaluation, consolidated RAG memory and sandboxed tool-use — driven by feedback, not hand-written prompts.

PythonRLLangGraphvector_memory

reward loop + self-eval
memory consolidation (RAG)
sandboxed tool-use training

NX-07 in_progress

SILO — private search engine

Your own private, self-hosted search engine — crawler, inverted index, BM25 ranking and a zero-tracking UI. Queries never leave your machine.

RustcrawlerBM25inverted_index

crawler + inverted index
BM25 ranking + query serving
zero-tracking dashboard

NX-08 research

BRASS — a C compiler in C

A C compiler written in C — lexer, parser, AST and x86-64 codegen — aimed at a fully self-hosting toolchain that compiles itself.

Cx86-64lexercodegen

lexer, parser & AST
x86-64 codegen
self-hosting bootstrap

// more_on_the_radar — p2p_knowledge_mesh · voice-to-knowledge_agents · on-device_embeddings

// 03 · About

A developer with purpose

Developer • problem solver • code with purpose — building practical things with code, always learning.

Innovative Full Stack Developer passionate about building user-centric digital products. With a foundation in complex system design, I bring a disciplined approach to the full software development lifecycle — skilled in React, Java Spring Boot and database management, focused on clean, maintainable code and real-world problems solved through agile, iterative development.

Full Stack Engineer specialized in robust end-to-end web solutions — managing complex data structures, optimizing backend performance and building intuitive front-end interfaces. Now exploring generative AI and retrieval-augmented systems that make software genuinely smarter.

1⁺Years Professional Experience
6Projects Completed
5Internships & Roles

Bachelor of Engineering — Mechanical

R.V. Institute of Technology & Management, Bangalore · Sept 2019 – Aug 2023

Senior Secondary (CBSE)

Bangalore International Academy · 2017 – 2019

// 04 · Capabilities

What I bring to a stack

Web Development

React01
HTML5 / CSS302
JavaScript03
Responsive Design04

Backend & APIs

Node.js / Express01
Java / Spring Boot02
Python03
REST APIs04

Database & Tools

PostgreSQL01
MySQL / Oracle02
Git / GitHub03
Hibernate04

Emerging Tech

Generative AI01
RAG Systems02
JavaFX03
Design Thinking04

// 05 · Experience

Roles & trajectory

Aug 2023 – Sep 2024

Mechanical Design Engineer

Conceptia Software Technologies

SOLIDWORKS-certified product design — sheet metal, weldment cutlists and mold tools for automation and industry standards.

May 2024 – Jun 2024

Design & Analysis Intern

CADWORKS India Pvt Ltd

Component modeling in SolidWorks, ANSYS stress analysis and simulations for design verification under tight deadlines.

Sep 2022 – Oct 2022

Robotics & Automation Intern

MTR Foods Private Limited

Hands-on industrial robotics and automation workflows in a real manufacturing environment.

Aug 2022 – Sep 2022

Design & Fabrication Intern

VR Engineering Works

CAD modeling for mechanical components and hands-on fabrication with design iteration and optimization.

Aug 2019 – Aug 2023

Marketing Coordinator

E-cell RVITM

Organized events and campaigns promoting the entrepreneurship ecosystem across campus.

// 06 · Currently Reading

Shaping the mindset

Learning ReactAlex Banks & Eve Porcello
Django for BeginnersWilliam S. Vincent
MongoDB: The Definitive GuideIn progress
Eloquent JavaScriptMarijn Haverbeke
Grokking AlgorithmsAditya Bhargava
HTML and CSSJon Duckett
The Pragmatic ProgrammerHunt & Thomas
The Road to ReactRobin Wieruch

// 07 · Contact

Let’s talk about everything

Interested in opportunities, projects, or just saying hello.

pradhan.skamath@gmail.com

GitHub LinkedIn Resume

Bengaluru, Karnataka, India