RD
Rishikesh Das
Let's Build
Full Stack Web • AI/ML • Software Engineering

Rishikesh Das

B.Tech ECE undergraduate building full-stack web platforms, AI/ML retrieval systems, and edge IoT devices.

React.js / Next.jsPython / FastAPIJava / Spring BootEdge AI & IoTDocker & Nginx
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FULL STACK ENGINEERING // 01

Full stack web
& systems design.

Architecting responsive React.js and Next.js interfaces paired with FastAPI, Node.js, and Spring Boot REST APIs. Practiced in JWT authentication, CRUD operations, and relational database schema design with PostgreSQL and MySQL.

35%
Edge Latency Reduction (Plumule)
200
Golden Evaluation Set (TWCS)
AI/ML & EMBEDDED SYSTEMS // 02

From model evaluation
to edge telemetry.

Implementing NLP intent classification, TF-IDF historical response retrieval, and LLM-as-a-judge evaluation frameworks alongside real-time hardware telemetry on Raspberry Pi and ESP32 over MQTT with zero cloud dependency.

Scikit-learn & NLPFastAPI & Spring BootESP32 & Raspberry PiDocker & Nginx
DOCUMENTED CASE STUDIES

Resume Projects & Systems

Explore hackathon management platforms, AI customer retrieval agents, smart energy IoT automation, and web applications built from documented requirements.

Scroll down into projects
0%
Streaming Sequence
AUTHENTIC TECHNICAL SKILLS // RESUME VERIFIED

Technical Proficiencies

Technologies and frameworks applied across practical engineering projects, academic coursework, and industry internship.

Frontend & Web Architecture

Component-based architecture & responsive interfaces

React.js & Next.jsPrimary

Component lifecycle, hooks, App Router, responsive interfaces

Vite & Modern ToolingProficient

Fast build workflows, optimized bundling, HMR

Tailwind CSS & HTML5/CSS3Advanced

Responsive design, flexbox/grid, custom design tokens

JavaScript (ES6+) & TypeScriptAdvanced

Async/await, DOM APIs, strict typing, modular code

Backend & Relational Databases

Robust REST API design & database schema modeling

FastAPI (Python)Primary

Pydantic validation, asynchronous endpoints, OpenAPI documentation

Spring Boot (Java) & Node.jsProficient

Enterprise MVC patterns, Express.js middleware, CRUD operations

PostgreSQL & MySQLAdvanced

Relational schema design, SQL querying, indexing, constraints

JWT Auth & JPA/Hibernate ORMProficient

Stateless authentication, token validation, entity mappings

AI, Machine Learning & NLP

Information retrieval, intent classification & evaluation

NLP & Intent ClassificationApplied

TF-IDF vectorization, feature extraction, text preprocessing

Information Retrieval & Scikit-learnApplied

Similarity scoring, automated triage vs. escalation thresholds

LLM-as-a-Judge & Model EvaluationEvaluated

200-example golden sets, baseline comparisons, failure analysis

Pandas, NumPy & Computer VisionProficient

Data wrangling, edge object detection on Raspberry Pi

Embedded, IoT & DevOps Tools

Hardware telemetry & containerized deployment

Raspberry Pi & ESP32Hands-on

Real-time edge CV inference, PIR sensor integration, hardware actuation

MQTT Protocol TelemetryApplied

Lightweight pub/sub telemetry, broker sync with web dashboards

Docker & Docker ComposePractical

Containerized multi-service orchestration, Nginx reverse proxying

Git, Linux CLI & VercelDaily Workflow

Version control, Ubuntu command line, cloud deployment, Agile/Scrum

AUTHENTIC PORTFOLIO PROJECTS // RESUME DOCUMENTED

Featured Projects

Practical engineering implementations spanning NLP customer retrieval, hackathon management systems, and embedded IoT automation.

AI / Machine Learning01

AI Customer Support Agent

Intent Classification & Response Retrieval Pipeline

Trained on the TWCS dataset to classify customer intent and retrieve relevant historical support responses, routing queries via confidence thresholds to auto-handle or escalate.

200 Examples
Golden Eval Set
LLM-as-a-Judge
Evaluation
FastAPI
Backend API
PythonFastAPIReact.jsScikit-learnTF-IDFNLPPandasNumPy
Full Stack & Systems02

JudgeForge (Hack The Dog)

DOGFOOD 2026 Hackathon Management Platform

Full-stack hackathon coordination platform managing organizer event creation, participant team formation, and mobile-optimized scoring workflows.

Docker Compose
Deployment
Nginx
Frontend Proxy
Spring Boot
Backend Framework
JavaSpring BootReact.jsViteNginxDocker ComposeREST APIPythonGit
IoT & Embedded03

Smart Energy Conservation System

Occupancy-Triggered Edge Telemetry & Hardware Actuation

Integrated IoT telemetry pipeline coupling ESP32 microcontrollers and PIR occupancy sensors with an MQTT broker and live React telemetry dashboard.

ESP32
Microcontroller
MQTT Broker
Telemetry
React Dashboard
Frontend
ESP32PythonMQTTReact.jsEdge AIPIR Sensors
Full Stack & Web04

Cab Booking Web Application

Responsive Ride Booking & Fare Management Interface

Interactive web application providing intuitive ride estimation, destination selection, and booking workflow state management deployed on Vercel.

Vercel Edge
Hosting
REST API
Architecture
React.js
Frontend
React.jsNode.jsJavaScriptREST APIVercel
AUTHENTIC WORK HISTORY & EDUCATION

Experience & Education

Documented internships, engineering degree coursework, and verified academic record from curriculum vitae.

35%
Latency Reduction
Edge CV inference on Raspberry Pi
200
Golden Eval Set
Intent classification & retrieval
0 Cloud
Edge Dependency
Local vision & MQTT actuation
94.4%
Class X AISSE
Documented academic record

Professional Work Experience

FEB 2026 – APR 2026
Industry Internship
Durgapur, West Bengal

AI & Embedded Systems Developer Intern

Plumule Research LLP

Engineered a standalone real-time computer vision object detection system deployed on Raspberry Pi with zero cloud dependency.

Optimized model pipeline to reduce edge inference latency by 35% on resource-constrained hardware.
Integrated ESP32 microcontrollers via MQTT messaging protocol to trigger automated hardware actuation.
Delivered end-to-end technical demonstrations to project stakeholders and mentors.
Maintained version-controlled codebase and collaborated within an Agile/Scrum team development cycle.

Academic Background & Education

AUG 2023 – JUN 2027

B.Tech in Electronics & Communication Engineering (ECE)

NSHM Knowledge Campus

Durgapur, West Bengal

COMPLETED60%

Class XII — AISSCE

Science Stream

CBSE Board

Physics, Chemistry, Mathematics
COMPLETED94.4%

Class X — AISSE

CBSE Board

Secondary School Examination