UNEL playground live IAC 2025 papers linked Open for AI / full-stack internships

Gen Z builder energy, serious engineering proof

AI builds, space research, and full-stack systems with signature visual edge.

Computer Science undergraduate, IIT Madras BS Data Science candidate, AI minor at IIT Ropar, and IAC 2025 researcher with hands-on work across CNNs, RAG, WebSockets, blockchain infrastructure, APIs, and production web delivery.

AI Engineering FastAPI / Django React / Next.js Blockchain Systems Compiler Design Research
Open to AI engineering, full-stack, research, and systems internships India / remote / hybrid - available for high-ownership teams
IAC 2025 2 research papers selected
90% backend performance lift at I&T Labs
OPEN AI/full-stack roles
Recruiter TL;DR

AI engineering intern roles needing someone who can build models, APIs, real-time interfaces, and credible product demos.

Portrait of Jaya Ram Reddy
jaya@jaya-os
Focus
AI + real-time systems
Base
Visakhapatnam, India
Mode
Open for internships
01 / Model Turns messy inputs into intelligent flows.
02 / Compile Turns natural language syntax into executable systems.
03 / Stream Builds real-time interfaces that feel alive.
04 / Ship Connects backend logic to polished product surfaces.
AI engineer intern candidate with receipts across models, APIs, blockchain, research, and campus leadership.
new drop / 2026
current mode shipping demos
favorite stack Python + React
edge research brain, product hands

Vibe Check

Bright surface. Real depth. Built for people who scan fast.

01

AI Engineering Core

CNNs, computer vision, GenAI, RAG pipelines, real-time inference, and privacy-first AI flows designed beyond notebook demos.

02

Language and Compiler Layer

UNEL language design with natural English syntax, lexer/parser architecture, ASTs, static analysis, optimization, and bytecode VM execution.

03

Full-Stack Delivery Engine

Python, FastAPI, Django, React, Next.js, WebSockets, PostgreSQL, MongoDB, Docker, Linux, and user-facing product delivery.

04

Research and Leadership Graph

IAC 2025 research, IIT Madras communities, Career Catalyst Forum leadership, technical outreach, documentation, and event execution.

Receipts

The proof stack: education, internships, leadership, and technical ownership.

4technical internships
2IAC 2025 papers
100+coding problems
5+leadership roles
TargetAI / full-stack internships
StrengthModels + backend + product UI
DifferentiatorCompiler systems + IAC research
Jaya Ram Reddy standing in a city waterfront setting
Education

B.Tech CSE at Andhra University + IIT Madras BS in Data Science and Applications

Also pursuing a Minor Degree in Artificial Intelligence through IIT Ropar, forming a profile across software engineering, data science, and applied AI.

Internships

Full-stack Python development, web development, cybersecurity, and Django delivery

I&T Labs, Robocoupler, SlashMark IT, and APSSDC experience with real codebases, backend optimization, APIs, UI integration, security basics, and deployment practice.

Leadership

Vice President, Career Catalyst Forum; Co-Founder, The Brash Jacks Company

Led communities and technical outreach across Andhra University and IIT Madras, including AVASYA, Pixels N Panels, Deva Bhasha, Paradox, Sangam, and Bengaluru Tech Summit activity.

Build Board

Projects that feel like demos, not bullet points.

Proof modeimpact-first cards
Best evidencelive playground, live node, case notes
Walkthroughavailable on request

Some client and private builds stay walkthrough-based; the cards still expose the architecture, stack, and proof points so the work can be evaluated fast.

AI / MLReal Time

Emotion-Driven AI Music Player

97-98% Sub-100 ms Privacy-first
Impact: real-time computer vision pipeline tuned for low-latency interaction.

Facial emotion recognition system that streams low-latency state through WebSockets and maps detected emotion into music recommendations through a 3D interactive interface.

  • CNN-based emotion recognition at about 97-98% real-world accuracy.
  • Sub-100 ms WebSocket pipeline.
  • Privacy-first in-memory processing architecture.
CNNFastAPIWebSockets3D UI
Case notes
Architecture

Face stream, CNN inference, emotion state mapping, WebSocket updates, and music recommendation UI.

Review signal

Evaluate by latency path, privacy-first frame handling, model behavior, and end-to-end interaction flow.

Agentic AIRAG

All Rise

RAG SSE Async APIs
Impact: agent-style reasoning product with retrieval, streaming, and async service design.

Spatial agentic AI platform orchestrating parallel expert reasoning, grounded retrieval, async backend services, server-sent events, and visual reasoning states.

  • Multi-agent reasoning orchestration.
  • Retrieval-augmented generation for grounded outputs.
  • 3D spatial interface for decision flow visualization.
RAGSSEAsync APIsAgents
Case notes
Architecture

Query intake, retrieval layer, parallel expert reasoning, async API orchestration, SSE streaming, and spatial reasoning UI.

Review signal

Evaluate through grounded response quality, streaming behavior, agent coordination, and failure handling.

E-CommerceFreelance

Gift Bucket Shop

Checkout Custom UI Client work
Impact: client-facing commerce workflow from responsive UI to checkout path.

Custom e-commerce experience with secure checkout, product customization, responsive UI, and production delivery discipline for a client-facing business.

  • Built product and checkout flows.
  • Handled customization interface needs.
  • Delivered as a freelance business website.
CheckoutCustomizationResponsive UI
Case notes
Architecture

Product browsing, customization capture, checkout path, responsive storefront pages, and client-ready delivery flow.

Review signal

Evaluate through user journey clarity, mobile layout, checkout handoff, and client requirement mapping.

Data SystemsIIT Madras

HN Enterprisers BDM Capstone

Operations Analytics BDM
Impact: translated spare-parts operations into a structured business data system.

Business data management system for automobile spare parts operations, built as IIT Madras coursework to improve dealer data handling and operational visibility.

  • Modeled spare parts operations and workflows.
  • Focused on structured data and decision support.
  • Connected technical delivery with business analysis.
BDMOperationsAnalytics
Case notes
Architecture

Operations model, spare-parts data entities, analysis workflow, reporting views, and business decision support.

Review signal

Evaluate through entity modeling, workflow assumptions, dashboard logic, and business impact explanation.

Blockchain EngineeringLive System

J-Chain

Live node 6 core modules Infra + UI
Impact: full chain demo with node, wallet, explorer, and DeFi-facing interface.

Custom Layer-1 blockchain with real proof-of-work mining, EVM-compatible smart contract execution, P2P networking, Merkle-based state management, wallet, explorer, and DeFi interface.

  • Built core chain mechanics from first principles.
  • Connected infrastructure to full-stack interfaces.
  • Positioned for distributed systems and crypto engineering roles.
Proof-of-WorkP2PExplorerWallet
Case notes
Architecture

Mining, block validation, P2P sync, Merkle state, wallet flow, explorer interface, and DeFi-facing UI layer.

Review signal

Evaluate through the live node, block explorer behavior, wallet mechanics, and distributed-systems tradeoffs.

Lab Notes

Space research with conference-grade rigor and a clean story.

IAC 2025 | Sydney, Australia

Olfactory Odyssey: Cognitive Consequences in Zero-G

Signal: space-health research connecting biosensing, cognition, and astronaut safety.

Studied microgravity-induced olfactory dysfunction and its impact on cognition, memory, and decision-making. The work analyzes ISS data and flight-analog studies identifying 15-25% cognitive performance degradation and evaluates electronic nose biosensing systems for astronaut safety.

IAC 2025 | Sydney, Australia

Microgravity-Driven 3D Bioprinting for Enhanced Vascular Tissue Engineering in Space

Signal: physics-based tissue engineering roadmap from lab validation toward space medical manufacturing.

Conducted physics-based analysis of microgravity bioprinting, ISS BioFabrication Facility experiments, and tissue mechanics. The work maps a TRL roadmap from 4-6 toward 7-8 for space medical manufacturing.

Jaya Ram Reddy portrait Jaya Ram Reddy travel photograph at Petronas Towers Jaya Ram Reddy travel photograph in Vietnam Jaya Ram Reddy city travel photograph

DM Zone

For internships, research, products, and ambitious builds.

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jaya@jaya-os init profile

AI engineer | researcher | blockchain builder | full-stack developer

Try: help, skills, projects, map, proof, research, email, resume

jaya@jaya-os

For AI engineering roles, research collaboration, blockchain systems, full-stack products, or campus technology leadership.