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STATUS // OPEN FOR OPPORTUNITIES

Secure Systems.
Scalable AI.

Founder @ TheEssentialist | Amazon ML Scholar ’26 | Undergrad Researcher @ VIT-AP | DL & CV Associate @ MLC | GSSOC’25’26 | IIT-B & Microsoft Hackathon Finalist (Top 2%) | 1x Winner, 2x Runner up , 11x Finalist

About Me

I build secure, scalable systems at the intersection of AI/ML, Cybersecurity, and Web3.

As a Computer Science sophomore (B.Tech ’28), I focus on product-driven engineering — creating end-to-end prototypes that merge LLMs, decentralized architecture, and robust backends to solve real-world challenges.

What I Deliver:
• Production-ready prototypes that are secure, scalable, and deployable.
• LLM-powered systems optimized for cost and latency (local-first + cloud fallback).
• Cross-domain builds uniting AI, Web3, and system design.

The Essentialist
My Venture.

An independent design venture focused on creating original, minimalist apparel and goods. Operating on a capital-efficient, print-on-demand model to eliminate waste and financial risk.

Design-First

Developing original visual concepts and typography for modern builders.

E-Commerce

Managing end-to-end logistics, product listings, and D2C strategy.

essentialist.config.ts
export const TheEssentialist = defineConfig({
  // Core values
  mission: "Bridge design & dev culture",
  founded: 2025,
  services: [
    "Bad Swag Solver",
    "Visual Identity"
  ],
  stack: {
    design: "Minimalist",
    inventory: null,
    fulfillment: "On-Demand"
  },
  status: "Open for Collaboration",
  contact: async () => {
    return "panav@essentialist.com"
  }
})
~

Career Path

Work Experience

Aug 2025 - Present

ML Researcher – Deep Learning & CV Team

Machine Learning Club, VIT-AP

– Built AI/ML systems involving Deep Learning, Computer Vision, semantic segmentation, image translation, and satellite imagery analysis.
– Developed Sketch-to-Face Forensics using TensorFlow, OpenCV, CNNs, GAN-based image translation, and facial reconstruction pipelines for forensic workflows.
– Worked on LiDAR, DEM, LAI, and U-Net based renewable energy mapping workflows for solar utilization and terrain analysis.
– Implemented preprocessing, augmentation, model training, inference optimization, and dataset validation pipelines for large-scale CV systems.

Jul 2025 - Present

Undergraduate Robotics Researcher

VIT-AP University – ECS Department

– Developing Human-Following Robots using Arduino UNO R3, IR sensors, ultrasonic sensing, SLAM, and embedded systems.
– Researching autonomous navigation, robotics control systems, edge/cloud workflows, and privacy-aware architectures under Dr. Y. Narasimha Rao.
– Built robotics workflows integrating sensor fusion, obstacle detection, embedded control logic, and real-time navigation systems.

May 2026 - Present

Open Source Contributor – GSSoC 2025 & 2026

GirlScript Summer of Code

– Selected contributor for both GSSoC 2025 and GSSoC 2026; contributed to collaborative open-source codebases and developer ecosystems.
– Worked on debugging, documentation, issue resolution, improving large-scale codebases, and collaborating with global developers.

Oct 2025 - Present

Founder & Creative Director

The Essentialist

– Built and operated a print-on-demand apparel venture managing branding, merchandise design, storefront deployment, and audience outreach.
– Handled product strategy, visual branding, marketing workflows, customer engagement, and e-commerce deployment operations.

Oct 2025 - Present

Tech Blogger

Hashnode & Medium

– Creating in-depth, hands-on articles on AI/ML, Web3, and Cybersecurity. Read my Medium Blog →
– Documenting experiments, prototypes, and hacks to help developers optimize workflows and integrate decentralized technologies.

Sep 2025 - Oct 2025

AI & Cloud Intern

IBM SkillsBuild

– Gained enterprise-level experience in Artificial Intelligence and Cloud technologies through a structured internship program.
– Executed hands-on projects focusing on scalable infrastructure and AI deployment.

Sep 2025 - Oct 2025

Data Analyst Intern

Vodafone Idea Foundation

– Worked on Conversational Data Analysis with LLMs, focusing on project-based learning and expert mentorship.
– Designed data processing pipelines and integrated generative AI models for automated analysis.

Sep 2024 - Present

Freelance Technical Tutor

Freelance

– Mentored 25+ students in Java, Python, C++, and Data Structures & Algorithms, emphasizing practical application and problem-solving confidence.

Sep 2024 - Present

Mentor & Technical Guide

Self-employed

– Mentored 50+ undergraduate peers in DSA and interview preparation.
– Delivered mock interviews, designed custom problem sets, and conducted code reviews.

Portfolio

Selected Projects

Rust

OmitFS

A zero-dependency, semantic file system written in Rust. Eradicate hierarchical folders and navigate your OS by pure intent.

RustSystemsFile System
Rust

VectorGit

Next-generation Git implementation leveraging vector embeddings for semantic code search and AI-assisted version control analysis.

RustAIVector DB
Security

GridShield

Advanced network security framework designed for distributed grid computing environments with real-time threat detection capabilities.

SecurityNetworkingCryptography
Gemini 2.5

ClaimAgent

Healthcare's First Autonomous Claims Intelligence. Fuses RAG-Powered Medical Intelligence with Agentic RPA to reduce prior auth processing from 90 mins to 3 mins. Built for Radiothon'26 (Top 10 Finalist).

Gemini 2.5RAGPlaywrightAgentic AINode.js
React

Gravity Sandbox

Real-Time Collaborative Physics Engine (SimVerse'25 Winner). A 'Google Docs for Astrophysics' using Host-Relay Architecture and custom N-Body physics engine.

ReactThree.jsSocket.ioPhysics Engine
Python

Clarity AI

Air Quality Prediction System. Hybrid ML pipeline (Random Forest + Linear Regression) processing 31 engineered features for real-time forecasting.

PythonFlaskReactScikit-learn
Flutter

HealthGuard AI

AI-Powered Health Companion. Cross-platform app using gpt-oss & Gemini for consultations, with offline-first local storage and hospital mapping.

FlutterDartGeminiOpenStreetMap
Blockchain

SecureX

Decentralized Document Management (Top 2% at Microsoft Hackathon). Combines IPFS storage, Ethereum smart contracts, and LLM-based Q&A.

BlockchainSolidityReactIPFS
FastAPI

Geospatial Change Detection

Satellite Monitoring Platform. Automated pipeline for detecting anthropogenic changes using multi-temporal imagery and intelligent cloud masking.

FastAPIPostGISRasterioVue.js
TensorFlow

Sketch-to-Face Forensics

AI forensics tool using TensorFlow and GANs to match hand-drawn sketches to photorealistic facial identities. Advanced research in deep learning.

TensorFlowOpenCVCNNsGANs
Django

Travel-Booking

Full-Stack Hotel Booking Platform. Production-grade Django architecture with role-based auth, secure payments, and Celery task queues.

DjangoPostgreSQLRedisCelery
Python

ISRO-Hackathon

A high-performance processing pipeline and solution developed for the national ISRO Hackathon, focusing on advanced satellite data and AI.

PythonData ProcessingSatellite Imagery
Full-Stack

TechSprint25

Innovative solution engineered for GDG TechSprint '25, highlighting full-stack deployment and real-world problem solving.

Full-StackHackathonRapid Prototyping
Node.js

Radiothon26 Insurence Mock

Simulated healthcare insurance backend utilizing microservices and API-driven architecture. Built as the data foundation for ClaimAgent.

Node.jsMicroservicesAPIBackend
Robotics

Human-Following Robot

Embedded Systems Research. Prototype robotic system capable of tracking and following a moving human target using Arduino, IR/Ultrasonic sensors, and differential drive.

RoboticsArduinoEmbedded SystemsC++

Honors & Awards

Selected Achievements

🏆 Jul 2026 Amazon

Amazon ML Summer Scholar '26

Selected from 135,000+ applicants (~2.2% acceptance rate) for advanced, direct training from global Amazon Machine Learning Scientists.

🎯 2024 - 2026 Major Tech Competitions

Hackathon Milestones

1x Hackathon Winner | 11x Finalist | 2x Runner up across major tech competitions.

🥈 2025 - 2026 IIT Bombay Techfest

Double Finalist (Aarohan & AWS ImpactX)

Competed among top engineering talent to architect scalable cloud solutions.

🔐 2025 Microsoft Triwizardathon

Top 2% (23/1290 teams)

Led SecureX — a decentralized document system using IPFS, Ethereum, and LLM-based Q&A.

🥇 2025 SimVerse Hackathon

SimVerse '25 Winner

Showcased rapid prototyping and end-to-end product deployment.

🏅 2025 - 2026 Matrix Hackathon & Radiothon '26

Top 10 Finalist

Secured Top 10 in Matrix and Top 5 in Radiothon '26, delivering optimized software solutions under strict deadlines.

📜 2025 Six Sigma

Six Sigma White Belt Certified

Trained in foundational process improvement and quality control methodologies.

Academic Background

Education

2024 - 2028

B.Tech, Computer Science

VIT-AP University

Undergraduate Researcher, ML Club Associate

2022 - 2024

Intermediate, CS

Sri Chaitanya Techno School

Mathematics, Physics, Chemistry, Python

Capabilities

Technical Arsenal

AI/ML & Robotics

Physics SimulationArtificial Neural NetworksGenerative AISupervised LearningDeep LearningComputer VisionSensor FusionR&DRoboticsAutonomous NavigationLLMsAI PromptingPrompt DesignReinforcement LearningUnsupervised LearningLog Analysis

Web3 & Security

Blockchain ArchitectureBlockchainIPFSRisk ManagementRisk AssessmentCybersecurityWeb Services SecuritySoliditySmart ContractsCryptographySecure System Design

Engineering & Infra

Computer NetworkingComputer ScienceData StructuresOOPProblem SolvingDesign ThinkingSolution ArchitectureAWSSix SigmaTechnical CommunicationResearch Skills

Development Stack

DjangoDjango REST FrameworkFlutterDartReactNode.jsPythonJavaHTMLCSSMATLABPostgreSQLMongoDBDockerExpress

Data & Analysis

Quantitative AnalyticsData AnalysisMathematicsPhysicsChemistry

Founder's Note

"I build secure, scalable systems at the intersection of AI/ML, Cybersecurity, and Web3. I believe in engineering that solves real-world problems through rapid prototyping and secure design."

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