Skip to content
View Kailramiya's full-sized avatar
5 followers · 4 following

Achievements

Achievement: Pair Extraordinairex2Achievement: Pull Sharkx3Achievement: QuickdrawAchievement: YOLO

Achievements

Achievement: Pair Extraordinairex2Achievement: Pull Sharkx3Achievement: QuickdrawAchievement: YOLO

Highlights

  • Pro

Block or report Kailramiya

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
Kailramiya/README.md

Typing SVG
Profile Views Stars

About Me

Name:       Aman Kumar
Location:   India
Education:  B.Tech in CSE @ IIIT Raichur (2023-2027) | CGPA: 8.16/10.0
Focus:      AI/ML, NLP, Computer Vision, Full-Stack Development
Currently:  SDE Intern @ QuickIntell | Building RPA Bots & AI Pipelines
DSA:        1000+ problems solved | Global rank < 3000

  • Building healthcare RPA automation bots & AI pipelines at QuickIntell
  • Experienced in NLP, transformer models, real-time computer vision systems
  • Previously at AI4Chat - scaled ML inference throughput by ~40%
  • Ask me about PyTorch, HuggingFace, FastAPI, React, Node.js, System Design
  • Passionate about turning ML research into production-grade systems

Experience

gantt
    title My Journey
    dateFormat YYYY-MM
    axisFormat %b %Y
    todayMarker stroke-width:3px,stroke:#00d4aa

    section Education
    B.Tech CSE @ IIIT Raichur           :active, edu, 2023-08, 2027-05

    section Experience
    AI/ML SDE Intern @ AI4Chat          :done, ai4, 2025-09, 2026-02
    SDE Intern @ QuickIntell            :active, qi, 2026-02, 2026-06
Loading

 


┃
┃
┃
┃
┃
┃
┃
┃
┃
┃

┃
┃
┃
┃
┃
┃
┃
┃
┃

QuickIntell — Software Development Intern  

  • Architected and shipped a production RPA suite of Windows automation bots that verify healthcare insurance eligibility across major U.S. payers, cutting manual processing time by ~70%
  • Integrated Amazon Bedrock Nova Pro vision model for coordinate-free OCR on live UI screenshots, enabling resilient data extraction
  • Designed a zero-trust security architecture with AWS Lambda, JWT validation, and Appwrite blacklist proxying AI inferences
  • Packaged bots as obfuscated standalone Windows executables with remote kill-switches and monitoring
  • Integrated AI models for automated classification & scoring into real-time data processing pipelines on AWS with a multi-tenant PostgreSQL platform

Python AWS Amazon Bedrock OCR PostgreSQL Appwrite


AI4Chat — AI/ML Software Development Intern  

  • Designed scalable AI service pipelines using async processing & multithreading, increasing model inference throughput by ~40% and reducing latency by ~30%
  • Built fault-tolerant ML serving components with retries, timeouts, and circuit breakers for reliable production performance
  • Collaborated cross-functionally to integrate AI/ML features into production following SDLC best practices

Python Async Multithreading ML Pipelines REST APIs


IIIT Raichur — B.Tech in CSE  

  • CGPA: 8.16/10.0 | Raichur, Karnataka
  • Coursework: Machine Learning, Design & Analysis of Algorithms, DSA, DBMS, OS, Computer Networks, Computer Architecture
  • 1000+ DSA problems solved | Top 5% in Deutsche Bank + GFG GeekStreak 2024 among 10,000+ participants

Tech Stack

Category Technologies
AI / ML PyTorch HuggingFace OpenCV NumPy Pandas
Languages Python C++ Java JavaScript TypeScript SQL
Frontend React Next.js Tailwind HTML5 CSS3
Backend FastAPI Node.js Express JWT
Databases PostgreSQL MongoDB MySQL Redis
Cloud & DevOps AWS Docker Git Vercel Postman

Featured Projects


GetPrepFly - PTE Exam Practice Platform

Next.js 14 React Native PostgreSQL OpenAI Whisper

  • Architected a multi-tenant SaaS with 4-role RBAC, serving individual students and B2B coaching centres
  • Built AI auto-grading for all 26 PTE question types using OpenAI Whisper + GPT-4o-mini, returning scored feedback in under 60s
  • Engineered Razorpay monetization with modular plans, coupon engine, and 30-day rolling seat allocation for centres

GitHub Live

Empathy Engine - Emotionally Intelligent TTS

Python HuggingFace Transformers FastAPI Edge-TTS

  • Fine-tuned DistilRoBERTa for 7-class emotion classification with confidence-based intensity scaling
  • Built multilingual processing with auto Hindi/Hinglish detection via Devanagari script analysis
  • Designed dynamic prosody modulation mapping emotions to vocal parameters with triple-fallback TTS architecture

GitHub

AI Security Monitoring System

Python OpenCV YOLOv3 Face Recognition Telegram API

  • Built real-time CV pipeline with multi-threaded frame processing, achieving 95% face recognition accuracy
  • Reduced false positives by 40% through optimized face embedding techniques and intelligent frame sampling
  • Integrated real-time Telegram alerts with sub-second latency for automated incident reporting

GitHub Demo

StayEase - Property Rental & Booking Platform

React 19 Node.js MongoDB Redis

  • Implemented AI-assisted ranking & recommendation using weighted scoring based on user behavior signals
  • Optimized backend with Redis caching and prefix-based invalidation to keep results fresh
  • Built secure auth, listings, bookings, and reviews with modular REST routes

GitHub Live

NetworQ - Professional Networking Platform

React.js Node.js MongoDB JWT

  • Designed RESTful APIs handling 1k+ daily requests with sub-150ms latency, improving availability by 22%
  • Implemented JWT-based auth with OOP principles and separation of concerns in backend design

GitHub Live

  

Achievements


Problems Solved
LC + CF + GFG + CC
500+ Problems
Competitive Rating
400+ Problems
GeeksforGeeks
Multiple Contests
Cross-Platform

Deutsche Bank + GFG
Among 10,000+ participants
Competitive Programmer
Codeforces
Competitive Programmer
CodeChef
IIIT Raichur
Academic Excellence

GitHub Analytics

GitHub Stats GitHub Streak
Activity Graph

Competitive Programming

LeetCode Codeforces
GeeksforGeeks

Let's Connect



Open to: SDE Roles | AI/ML Internships | Open Source Collaboration | Freelance Projects

If you found my work interesting, consider giving a ⭐

Popular repositories Loading

  1. AutomatedVideoSurveillance AutomatedVideoSurveillance Public

    Automated home security using OpenCV and Telegram bot integration. Detects faces in real-time, recognizes family, alerts on unknown visitors, and notifies on returning guests with folder-based reco…

    Python 1 1

  2. Vehicle-Detection-and-Counting-using-yolov- Vehicle-Detection-and-Counting-using-yolov- Public

    Python 1

  3. airbnb-using-sql airbnb-using-sql Public

    EJS 1

  4. Kailramiya Kailramiya Public

  5. Calculator Calculator Public

    JavaScript

  6. Todo Todo Public

    JavaScript