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reddy895/README.md

reddy895@github ~ $ whoami

AI/ML Engineer β€’ Computer Vision β€’ LLMs β€’ RAG β€’ Generative AI

LinkedIn

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Email

πŸ‘¨β€πŸ’» About Me

I'm an AI/ML Engineer passionate about building intelligent systems using Computer Vision, Large Language Models, and Retrieval-Augmented Generation (RAG).

I enjoy transforming ideas into practical AI applications with modern technologies and clean user experiences.


πŸ’Ό Experience

πŸ’» SSN Infotech β€” Junior Software Engineer

Junior Software Engineer
πŸ“ Bengaluru, India Β· 🟒 Current

Building and contributing to software and AI-driven applications, working across AI/ML, backend systems, APIs and modern software technologies.


Skills

πŸ€– SSN Infotech β€” AI/ML Developer

AI/ML Developer
πŸ“ Bengaluru, India Β· πŸ’Ό Experience

Worked on practical AI/ML development involving model integration, data processing, experimentation and intelligent application workflows.


Skills

πŸš€ Zidio Development β€” Developer Intern

Developer Intern
πŸ“ India Β· πŸ’Ό Internship

Worked on software development tasks and practical application development while gaining experience with modern development workflows and collaborative engineering.


Skills

🎨 Graphic Design β€” Freelance / Creative Work

Graphic Designer
πŸ“ Remote

Worked on visual identities, digital designs, UI concepts and creative assets for different projects and applications.


Skills


πŸš€ Featured Projects

🚨 NexGuard β€” Edge AI Surveillance

Edge AI β€’ YOLO β€’ Computer Vision

Real-time CCTV surveillance system designed to detect road incidents using YOLO-based computer vision directly on local hardware.


Tech



View Project β†’

πŸ›οΈ CivicPulse β€” Civic Intelligence Platform

AI β€’ NLP β€’ GIS β€’ Digital Public Good

Multilingual citizen infrastructure platform connecting citizen reports with AI analysis, GIS intelligence and government workflows.


Tech



View Project β†’

🧠 LOOP β€” AI Feedback Intelligence

LLM β€’ RAG β€’ NLP β€’ Generative AI

AI-powered customer feedback intelligence platform that transforms unstructured feedback into actionable insights using Retrieval-Augmented Generation.


Tech



View Project β†’

🌾 AgroTraceX β€” Agricultural Intelligence

AI β€’ ML β€’ AgriTech β€’ Traceability

Digital agricultural platform connecting agriscience companies with verified farmers for managed field trials, seed-lot traceability, field monitoring and reporting.


Tech



View Project β†’

πŸ€– RepoPilot β€” AI Repository Assistant

AI β€’ LLM β€’ RAG β€’ Developer Automation

AI-powered GitHub repository assistant designed to understand, analyze and interact with software repositories through intelligent automation and developer-focused workflows.


Tech



View Project β†’

🌱 Krishi Mithra β€” AI Agriculture Assistant

LLM β€’ RAG β€’ NLP β€’ Agriculture

AI-powered agricultural assistant designed to help farmers access crop information, disease guidance and agricultural support through conversational interfaces.


Tech



View Project β†’

πŸ•³οΈ Pothole Detector β€” Road Vision AI

YOLO β€’ Computer Vision β€’ Deep Learning

Computer vision system designed to identify potholes and road surface issues from images and video using real-time object detection.


Tech



View Project β†’

🚁 UAV Drone Detection β€” Vision AI

YOLO β€’ Deep Learning β€’ Computer Vision

Real-time drone detection system using computer vision and deep learning to identify UAVs from visual input.


Tech



View Project β†’

πŸ›‘οΈ Women Safety β€” CCTV Surveillance AI

YOLO β€’ Computer Vision β€’ Deep Learning

AI-powered CCTV surveillance concept focused on identifying potentially dangerous situations through real-time visual monitoring.


Tech



View Project β†’

🦠 Malware Detection β€” ML Cybersecurity

Machine Learning β€’ Cybersecurity

Machine learning-based malware detection system designed to analyze data features and identify potentially malicious patterns.


Tech



View Project β†’

πŸš† Railway ETA β€” Predictive Intelligence

Machine Learning β€’ Time-Series Forecasting

Machine learning system designed to estimate railway arrival times using historical and operational data.


Tech



View Project β†’

πŸ“ˆ Stock Regime Detection β€” ML Analytics

Machine Learning β€’ Time-Series Analysis

Machine learning project focused on identifying different market regimes from historical financial data and market behaviour.


Tech



View Project β†’

🚜 FarmBid β€” AgriTech Platform

AI β€’ Agriculture β€’ Marketplace

Agricultural marketplace concept enabling farmers to list crops and buyers to participate in digital bidding.


Tech



View Project β†’

🧠 MemoryMate β€” AI Assistant

AI β€’ NLP β€’ Intelligent Assistant

AI-powered concept designed to assist users with memory-oriented interactions through conversational intelligence and contextual information.


Tech



View Project β†’

🧠 AI / ML Classification

πŸ€– Artificial Intelligence

  • πŸ›οΈ CivicPulse
  • 🧠 LOOP
  • 🌾 Krishi Mithra
  • 🌱 AgroTraceX
  • πŸ€– RepoPilot
  • 🧠 MemoryMate
  • 🚜 FarmBid

🧠 Machine Learning

  • 🦠 Malware Detection
  • πŸš† Railway ETA Forecasting
  • πŸ“ˆ Stock Regime Detection
  • πŸ›οΈ CivicPulse
  • 🌱 AgroTraceX

🧬 Deep Learning

  • 🚨 NexGuard
  • πŸ›‘οΈ Women Safety
  • πŸ•³οΈ Pothole Detector
  • 🚁 UAV Drone Detection
  • 🧠 LOOP
  • 🌾 Krishi Mithra

πŸ‘οΈ YOLO / Computer Vision

  • 🚨 NexGuard
  • πŸ›‘οΈ Women Safety
  • πŸ•³οΈ Pothole Detector
  • 🚁 UAV Drone Detection

🧠 LLM / RAG / NLP

  • πŸ€– RepoPilot
  • 🧠 LOOP
  • 🌾 Krishi Mithra
  • πŸ›οΈ CivicPulse
  • 🧠 MemoryMate

βš™οΈ AI Engineering

  • πŸ€– RepoPilot
  • πŸ›οΈ CivicPulse
  • 🧠 LOOP
  • 🌱 AgroTraceX
  • 🚨 NexGuard

πŸš€ Tech Stack


πŸ”₯ Current Focus

πŸ‘οΈ Computer Vision

YOLO
OpenCV
PyTorch
Object Detection
CCTV Intelligence
Edge AI

🧠 AI / ML

Machine Learning
Deep Learning
NLP
Predictive Analytics
AI Systems
Data Intelligence

✨ Generative AI

LLMs
RAG
AI Agents
Knowledge Systems
Conversational AI
Intelligent Applications


πŸ§ͺ Currently Building

🚨 NexGuard

Edge AI Surveillance & Intelligent Incident Response

Real-time computer vision system for road incident detection with future intelligent emergency-response workflows.

πŸ€– RepoPilot

AI Repository Intelligence

AI-powered developer assistant focused on repository understanding, analysis and intelligent software-development workflows.

πŸ›οΈ CivicPulse

Citizen Infrastructure Intelligence

Multilingual AI platform connecting citizen reports, infrastructure intelligence and government workflows.

🌱 AgroTraceX

Agricultural Field Intelligence

AI-driven agricultural platform for field trials, farmer coordination, seed-lot traceability and reporting.


πŸ“Š GitHub Statistics



πŸ“« Connect


BUILD β€’ BREAK β€’ LEARN β€’ REPEAT

Pinned Loading

  1. Loop Loop Public

    LOOP is an AI-powered customer feedback intelligence platform designed to help businesses understand what their customers are saying across large volumes of unstructured feedback. Instead of manual…

    TypeScript 3

  2. Malware-detection Malware-detection Public

    An intelligent, cross-platform protected Malware Detection System built with Machine Learning (Random Forest, SVM, KNN, Decision Tree) and 1D Convolutional Neural Networks for analyzing Windows Por…

    HTML 1

  3. KrishiMithra KrishiMithra Public

    Krishi Mithra is an AI-powered agricultural assistant that helps farmers identify crop diseases from images and provides actionable recommendations. It combines AI-based disease detection, multilin…

    TypeScript 3

  4. WomenSafety WomenSafety Public

    An intelligent, real-time video surveillance and threat detection system engineered specifically to enhance women's safety in public spaces, transport hubs, and campus environments. The system cont…

    Python 4

  5. CivicPulse CivicPulse Public

    Citizen signals β†’ infrastructure gaps β†’ people impacted β†’ priority actions. CivicPulse turns fragmented public feedback into clear, evidence-based development priorities for policymakers.

    JavaScript 4

  6. RepoPilot RepoPilot Public

    RepoPilot is a local-first AI software engineering platform that understands entire codebases, analyzes architecture, detects security issues, investigates bugs, reviews Git changes, and assists de…

    Python 2