[ SPEC // 0258 ] • FULL-STACK & GENAI SYSTEMS

Engineering Autonomous Intelligence & Scalable Systems.

Electronics & Computer Engineer building production RAG retrieval engines, low-latency multimodal voice AI, and fault-tolerant full-stack applications.

Explore Projects [05] Initialize Transmission
SYSTEM TELEMETRY // 0258 LIVE_OK
Primary Discipline AI / RAG / Full-Stack
Degree Score B.Tech ECE (75.5%)
Industry Impact AgriDoot & Datapedia.ai
Core Runtime Stack
Python 3.12 Groq Llama 3.3 RAG Pipelines React 18 Supabase Realtime PostgreSQL REST APIs Clerk Auth
01 // ABOUT ME

Engineering Perspective

“Deterministic foundations meet emergent intelligence. I build the production software where both converge.”

Graduated with a Bachelor of Technology in Electronics & Computer Engineering from Dronacharya Group of Institutions, Greater Noida. My journey is rooted in deep fundamentals — data structures, object-oriented design, database management systems, and computer networks.

As an ex-Frontend & GenAI Intern at AgriDoot, I cut developer onboarding time by 30% by engineering a modular Developer Console UI, integrated 6+ critical REST API endpoints, and built automated data collection pipelines gathering 1,000+ structured records per run to fuel production LLM pipelines.

I prioritize production engineering over superficial demos — whether orchestrating real-time RAG web verification for Generative Engine Optimization, constructing bilingual senior-care platforms, or developing low-latency voice assistants with persistent conversational state.

75.5% B.Tech ECZ Score
02 Production Internships
07 Engineered Projects
08 Verified Certifications
INTERACTIVE 3D AVATAR // SCROLL-AWARE ORBIT DRAG TO ROTATE
02 // WORK EXPERIENCE

Career Chronology

JUN 2025 — MAR 2026 HYBRID // NOIDA

Frontend Developer & GenAI Intern

AgriDoot (NovosEdge Pvt. Ltd.)
  • Engineered modular Developer Console UI across multiple release cycles, cutting developer onboarding time by 30% and enhancing accessibility across 5+ developer workflows.
  • Integrated RESTful API communication across 6+ endpoints between frontend interfaces and backend services, monitoring and resolving bugs to preserve UI stability.
  • Developed the Gyan Fatafat scraping module, automating the collection of 1,000+ structured records per run to fuel production LLM training and RAG retrieval pipelines.
  • Collaborated cross-functionally with backend engineers and product managers to ship features end-to-end.
MAR 2025 — MAY 2025 REMOTE // INDIA

AI / R&D Intern

Datapedia.ai (Go Hype Media)
  • Engineered an AI-powered voice assistant using Python and the Google Gemini API, enabling real-time, natural voice interactions across multiple languages.
  • Researched and benchmarked emerging AI tools and generative models for production deployment.
  • Documented concrete enterprise AI use cases and pinpointed internal workflow automation opportunities.
03 // FEATURED PROJECTS

Selected Works & Case Studies

PROJECT SLIDE 01 / 05
SLIDE 01 // 05 AI FACT-CHECKING • MAY 2026

Truth Layer — AI Fact-Checking Dashboard

Generative Engine Optimization (GEO) & Document Auditing

Real-time AI verification platform engineered for the GEO era. Audits collateral and PDFs by extracting claims, executing RAG web searches via Tavily, and verifying accuracy using Groq Llama 3.3.

Engineering Highlight Combines high-speed PyMuPDF parsing, real-time web retrieval via Tavily, and Groq reasoning to deliver live confidence scores and citation back-links.
Python Streamlit Groq Llama 3.3 Tavily API PyMuPDF RAG
truthlayer.streamlit.app
Truth Layer Logo
SYSTEM ARCHITECTURE // DATA FLOW
01. User Uploads PDF / Document
02. PyMuPDF Parses & Tokenizes Blocks
03. Groq Llama 3.3 Extracts Disputed Claims
04. Tavily Search Retrieves Real-Time Ground Truth
05. Hallucination Check & Confidence Scored
06. Streamlit UI Renders Citation Badges
STATUS: PRODUCTION STREAMLIT CLOUD
SLIDE 02 // 05 MULTIMODAL VOICE AI • JAN 2026

Project A — AI Chat & Voice Assistant

Real-Time Multimodal Interaction & Persistent Memory

Multimodal conversational agent delivering real-time speech and text interactions. Built with ElevenLabs TTS synthesis, Google OAuth, and Supabase PostgreSQL for long-term relational conversation memory.

Engineering Highlight Integrated Google OAuth via GCP, orchestrated low-latency streaming between React frontend and Python LLM backend, deployed on Vercel Edge.
React Python Supabase (PostgreSQL) Groq Llama 3.3 ElevenLabs Google OAuth Vercel
projecta.amitkk.in
Project A Logo
SYSTEM ARCHITECTURE // VOICE & MEMORY
01. Audio Capture via Web Speech API
02. Google OAuth Validates JWT Session
03. Context Pulled from Supabase PostgreSQL
04. Groq Llama 3.3 Generates Stream Response
05. ElevenLabs Synthesizes Natural Voice Output
06. Turn Committed to Relational History
STATUS: PRODUCTION VERCEL + SUPABASE
SLIDE 03 // 05 ACCESSIBILITY & REALTIME • JUL 2025

GUDPALS — Senior Citizen Platform

Voice-Enabled, Accessible Community Web Platform

Accessibility-first platform tailored for senior citizens, fostering social connection and digital inclusion with wellness tracking, travel planning, and real-time 1-on-1 chatting via Supabase WebSockets.

Engineering Highlight Automated web scraper extracting daily predictions from Hindustan Times, synced to Supabase via scheduled GitHub Actions cron workflows.
React Vite Python Clerk Auth Supabase Realtime GitHub Actions Vercel
gudpals.amitkk.in
GUDPALS Platform Logo
SYSTEM ARCHITECTURE // COMMUNITY & CRON
01. Accessible High-Contrast UI & Audio Cues
02. Clerk Secures Authentication & Roles
03. Supabase Realtime Channels for 1:1 Chat
04. GitHub Actions Runs Daily Python Scraper
05. Hindustan Times Feed Syncs to Database
STATUS: PRODUCTION VERCEL DEPLOYMENT
SLIDE 04 // 05 PRIVACY & MINIMALISM • WEB APPLICATION

Grey Note — Anonymous Messaging

Zero-Friction, Typography-Driven Privacy Platform

Privacy-first communication platform designed with a clean, typography-focused aesthetic. Generates unique profile endpoints for anonymous feedback without forcing registration or logging identity.

Engineering Highlight Stateless client architecture with edge-rendered privacy endpoints and instantaneous cryptographic feedback delivery.
Privacy-First Anonymous Messaging Vercel
greynote.vercel.app
Grey Note Logo
SLIDE 05 // 05 MACHINE LEARNING & NLP • DATA PIPELINE

Instagram Sentiment Analysis System

Automated Social Perception & Brand Health Classifier

Machine learning-powered natural language processing system that parses Instagram post comments to evaluate audience sentiment in real time, categorizing feedback into positive, negative, and neutral classes.

Engineering Highlight Automated text preprocessing pipeline with Scikit-Learn TF-IDF vectorization and multiclass sentiment classification models.
Python NLP Scikit-Learn Sentiment Classification
Instagram Sentiment Analysis System
IOT & EMBEDDED

Home Automation System using IoT

IoT-enabled appliance control platform utilizing NodeMCU and Blynk framework for remote appliance toggling and real-time hardware telemetry.

NodeMCU Blynk IoT
ROBOTICS & PROTOTYPING

Floor Cleaning Toy Car

Robotics prototype leveraging Arduino microcontrollers and DC motors for automated floor sanitization, presented at college Hackfest Dron Pratibimb.

Arduino C DC Motors
04 // TECHNICAL SKILLS

Engineering Stack

Language Python Backend microservices, LLM orchestration, scraping & data pipelines
Language JavaScript (ES6+) Asynchronous UI logic, DOM architecture, modern web standards
Language C / C++ System programming, memory management, algorithms & Arduino code
Language SQL Relational schemas, queries, joins, indexes, and stored procedures
AI Architecture RAG (Retrieval-Augmented) Document parsing, vector retrieval, fact-checking and hallucination reduction
AI Architecture LLMs & Prompt Engineering Few-shot prompting, structured JSON schema output, system prompt design
AI Inference Groq API (Llama 3.3) Ultra-low latency inference for real-time document validation & chat
AI Inference Google Gemini API Multimodal text and audio processing for multilingual voice agents
Audio AI ElevenLabs TTS Natural speech generation with streaming voice endpoints
AI / NLP Natural Language Processing Text tokenization, sentiment analysis, Scikit-Learn pipelines
Frontend React & Vite Component architecture, custom hooks, reactive state & performance
Frontend Tailwind CSS & Modern CSS Custom design tokens, clamp fluid scales, responsive grid layouts
Frontend Streamlit Rapid production dashboards and interactive AI analytics apps
Frontend Responsive Design WCAG accessibility, mobile-first touch optimization, fluid clamp
Backend RESTful APIs Contract design, endpoint routing, error handling & status codes
Cloud Database Supabase & PostgreSQL Realtime subscriptions, relational persistence, row level security
Cloud & Auth GCP (Cloud Console & OAuth) Google Cloud identity, OAuth credentials, API provisioning
Authentication Clerk Auth User management, role-based protection, secure sessions
Deployment Vercel Production builds, edge deployments, continuous delivery
Version Control Git & GitHub Branching workflows, code reviews, semantic commits, releases
Automation GitHub Actions Automated cron workflows, scheduled data scraping & tests
API Testing Postman Endpoint verification, request payload inspection, environment configs
Environment VS Code & Colab Debugging, Jupyter notebook experimentation, MATLAB, Arduino IDE
Core CS Data Structures & Algorithms Trees, graphs, search, sorting, algorithmic complexity & Big-O
Core CS Object-Oriented Design Encapsulation, inheritance, polymorphism, design patterns
Core CS Database Systems (DBMS) ACID properties, normalization, indexing, relational modeling
Core CS Computer Networks TCP/IP, HTTP/S, DNS, WebSocket protocols, Cisco CCNA foundations
05 // CERTIFICATIONS & ACADEMICS

Verified Credentials

ACADEMIC FOUNDATION
2022 — 2026 75.5% ECZ

B.Tech in Electronics & Computer Engineering

Dronacharya Group of Institutions, Greater Noida
2020 — 2022 73.2%

Senior Secondary (Class XII - Science)

B. Borooah College, Guwahati (AHSEC)
2020 79.67%

High School (Class X)

Aryan Academy English Medium High School, Guwahati (SEBA)
VERIFIED LICENSES & CERTIFICATIONS [08]
Anthropic
Introduction to Model Context Protocol (MCP)
MARCH 2026
Anthropic
AI Fluency Framework & Foundations
MARCH 2026
IBM SkillsBuild
Artificial Intelligence Fundamentals
FEBRUARY 2026
Cisco Networking Academy
Python Essentials 1
JANUARY 2026
Cisco Networking Academy
CCNA: Introduction to Networks
OCTOBER 2025
Cisco Networking Academy
Introduction to Cybersecurity
MAY 2025
Ministry of Education / AICTE
IDE Bootcamp 2025 & 2026
BHU (2026) & IIT JAMMU (2025)
Government of India
NSS Volunteer — 27th National Youth Festival
JANUARY 2024
06 // CREATIVE PERSPECTIVES

Visual Arts, Photography & Explorations

Curated collection of high-contrast photography, architectural perspectives, and graphite portrait illustrations hosted in a dedicated creative showcase.

Open Dedicated Exhibit
07 // DIRECT CONTACT

Initiate Transmission

Let’s Architect Something Exceptional.

Actively exploring software engineering, full-stack, and GenAI opportunities where architectural rigor and product velocity meet.

Direct Inquiries
amitkk.contact@gmail.com
Send Email
Geographic Location
Delhi NCR, India

UTC+05:30 (IST) • Open to Remote & Hybrid Engineering Roles

Developer Networks
LinkedIn: /in/iamit105 GitHub: /iamit0258
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