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Kolayeswanth/README.md

πŸ‘‹ Hi, I'm Kola Yeswanth

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πŸš€ About Me

I'm a Software Engineer with hands-on experience across AI/ML, backend engineering, cloud infrastructure, and cybersecurity.

  • 🧠 Building AI-powered and cloud-native applications
  • ☁️ Working with Google Cloud Platform, Vertex AI, Cloud Run, Cloud Functions & BigQuery
  • 🐍 Building backend services and APIs with Python, Django REST Framework & Node.js
  • πŸ€– Interested in AI Engineering, ML deployment and production AI systems
  • πŸ›‘οΈ Completed 6 months of Deloitte Blue Team / SOC training
  • πŸ” Hands-on with SIEM, endpoint forensics, incident investigation and threat detection
  • πŸ† Smart India Hackathon 2025 – 2nd Place
  • πŸŽ“ B.Tech in Computer Science and Design from S.R.K.R Engineering College
  • 🌱 Currently strengthening my knowledge in AI Engineering, Cloud, Backend Systems & Cybersecurity

πŸ’Ό Experience

πŸ”Ή 90Heal β€” T-Hub Startup

Software Engineer Intern – AI & Cloud Apr 2025 – Feb 2026

  • Built ML-powered microservices using Vertex AI, Cloud Run and Cloud Functions
  • Developed automated data ingestion, preprocessing and inference pipelines
  • Designed Python REST APIs to integrate AI predictions into SaaS workflows
  • Worked on model training, versioning and serving architectures on GCP
  • Contributed to production AI features and cloud-based application workflows

πŸ”Ή Deloitte

Blue Team / SOC Training Jan 2026 – Jun 2026

Completed a 6-month hands-on cybersecurity training program covering:

  • πŸ›‘οΈ Blue Team & SOC operations
  • πŸ“Š SIEM and security log analysis
  • πŸ”Ž Endpoint and Windows forensics
  • 🚨 Incident investigation and threat detection
  • πŸ§ͺ Digital forensic investigation
  • πŸ–₯️ Windows registry, Prefetch, ShellBags and Jump List analysis
  • πŸ” Security investigation using industry-standard forensic tools

πŸ”Ή Frejun

Backend Developer Intern Feb 2024 – May 2024

  • Developed and maintained Django REST APIs
  • Integrated backend services with frontend applications
  • Worked on debugging, optimization and feature development
  • Contributed to an agile software development workflow

πŸ† Achievement

πŸ₯ˆ Smart India Hackathon 2025 β€” 2nd Place

National-level hackathon finalist and 2nd-place winner, delivering a production-grade solution during a 36-hour development sprint.


πŸ› οΈ Tech Stack

Languages

AI / ML

Vertex AI β€’ ML Model Training β€’ Model Deployment β€’ Feature Engineering β€’ Data Pipelines β€’ AI Automation

Backend

REST APIs β€’ Microservices β€’ Webhooks β€’ API Integration

Cloud & DevOps

Google Cloud Run β€’ Cloud Functions β€’ BigQuery β€’ Cloud Storage β€’ Firebase

Databases

MongoDB β€’ MySQL β€’ PostgreSQL β€’ Firestore

Frontend & Mobile

Cybersecurity / Blue Team

Splunk β€’ Kali Linux β€’ FTK Imager β€’ Registry Explorer β€’ RegRipper β€’ Autopsy β€’ ShellBags Explorer β€’ WinPrefetchView β€’ JumpList Explorer β€’ DB Browser for SQLite β€’ YARA


πŸš€ Featured Projects

🚌 CampusRide β€” Real-Time Bus Tracking System

Flutter β€’ Supabase β€’ Real-Time Systems

A real-time campus transportation platform featuring:

  • πŸ“ Live bus location tracking
  • πŸ• ETA prediction
  • πŸ” Authentication and role-based access
  • πŸ“Š Administrative dashboards
  • πŸ”„ Real-time data synchronization
  • πŸ“ˆ Route and passenger analytics

πŸ’¬ Growcify β€” WhatsApp Automation Platform

Node.js β€’ Express.js β€’ MongoDB β€’ WATI API

A production WhatsApp automation system built for business communication workflows.

  • πŸ”— Webhook-driven architecture
  • πŸ“© Automated messaging pipelines
  • πŸ“… Campaign scheduling
  • πŸ“Š Delivery tracking and analytics
  • πŸ” Retry and error-handling mechanisms
  • ⚑ Rate limiting and production reliability
  • πŸ“¬ Handles 300+ customer messages daily

πŸ›‘οΈ Cybersecurity & Blue Team

My cybersecurity training focuses on defensive security and digital forensics.

Areas of Practice

SOC Operations
β”œβ”€β”€ SIEM Monitoring
β”œβ”€β”€ Log Analysis
β”œβ”€β”€ Security Event Investigation
└── Threat Detection

Endpoint Forensics
β”œβ”€β”€ Windows Registry
β”œβ”€β”€ Prefetch
β”œβ”€β”€ ShellBags
β”œβ”€β”€ Jump Lists
β”œβ”€β”€ Browser Artifacts
└── Outlook PST Analysis

Digital Forensics
β”œβ”€β”€ Disk Image Analysis
β”œβ”€β”€ Artifact Extraction
β”œβ”€β”€ Timeline Analysis
└── Evidence Investigation

☁️ Cloud & AI Interests

I'm particularly interested in building production-ready AI systems, rather than only experimenting with models.

AI Application
      ↓
Python / REST API
      ↓
Cloud Functions / Cloud Run
      ↓
Vertex AI
      ↓
Data / Model Pipeline
      ↓
Production Application

Areas I'm exploring:

  • πŸ€– AI-powered SaaS applications
  • 🧠 ML model deployment
  • ☁️ Cloud-native AI architectures
  • πŸ”„ Automated ML pipelines
  • πŸ—„οΈ Vector search & AI data systems
  • βš™οΈ AI-assisted backend systems

πŸ“Š GitHub Analytics


GitHub Streak

🎯 Currently Focused On

AI Engineering         β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ
Backend Engineering    β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘
Cloud / GCP            β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘
Cybersecurity          β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘
DSA & System Design    β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘
  • πŸ€– Production AI & ML systems
  • ☁️ Google Cloud architecture
  • 🐍 Python backend engineering
  • 🧩 DSA and problem solving
  • πŸ—οΈ Scalable backend systems
  • πŸ›‘οΈ Blue Team / SOC security
  • πŸ”¬ AI-powered developer tools

🀝 Let's Connect


Building AI-powered software, scalable backend systems, and learning how to secure them. πŸš€

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