๐Ÿ‘ค

About Me

Full Stack AI Engineer with 2+ years of experience in QA and AI systems development. Specialized in building RAG-based AI systems, LLM integration, and scalable backend architectures. Founder of TrustLayer AI โ€” an AI-powered scam & identity protection startup. Proven ability to improve system accuracy, reduce latency, and optimize cloud-based deployments.
2+
Years Experience
35%
Latency Reduced
50%
Faster Processing
99.9%
System Reliability
โšก

Technical Skills

๐Ÿ’ป

Programming Languages

Python Java SQL Bash
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AI/ML & LLM

RAG Systems LLM Integration Prompt Engineering Embeddings Vector DB
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Frameworks

FastAPI Flask Node.js
๐Ÿ—„๏ธ

Databases

MySQL MongoDB pgvector Redis
โ˜๏ธ

Cloud & DevOps

AWS EC2 AWS S3 Docker Jenkins CI/CD
๐Ÿ”ง

Tools & Monitoring

Celery Prometheus Grafana ELK Stack
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Experience

Full Stack Developer (Python + AI)

Infosware Private Limited, Noida

Mar 2026 โ€“ Present
  • Developed RAG-based AI chatbot system handling full pipeline (ingestion โ†’ embedding โ†’ retrieval โ†’ response)
  • Improved response accuracy by 30โ€“40% using hybrid search (pgvector + BM25)
  • Reduced latency by 35% through optimized retrieval strategies
  • Integrated LLM APIs and local models for intelligent responses
  • Built scalable backend using FastAPI handling concurrent users
  • Implemented async processing (Redis + Celery), reducing processing time by 50%
  • Enabled multilingual support improving accessibility
  • Reduced API cost by 25% through query optimization

QA Software Engineer

Tekshapers (Magic EdTech), Noida

Apr 2024 โ€“ Mar 2026
  • Performed EDC closure activities in production and validated successful deployment prior to release
  • Improved testing efficiency by 40% through automation
  • Reduced defect leakage by 30%
  • Ensured 99.9% system reliability during release cycles
  • Designed Python-based data processing pipelines and rule-based intelligence to automate EPUB content analysis
  • Executed Cert testing for SPOUT tool by validating state standards mapping

DevOps Intern

AR Electricals, Noida

Feb 2024 โ€“ Aug 2024
  • Configured and managed Jenkins for continuous integration and deployment
  • Reduced deployment time by 70% using CI/CD pipelines
  • Automated workflows reducing manual effort by 50%
  • Worked with Docker and AWS deployment
๐Ÿš€

Featured Projects

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RAG AI Chatbot System

Python LLM pgvector FastAPI Redis

Production-ready chatbot using RAG architecture with hybrid search (pgvector + BM25). Improved response relevance by 35% with semantic search and async processing.

  • Full pipeline: ingestion โ†’ embedding โ†’ retrieval โ†’ response
  • Hybrid search improving accuracy by 30โ€“40%
  • Async Redis + Celery reducing processing time 50%
  • Multilingual support & 25% API cost reduction
๐Ÿ™ View on GitHub โ†’
๐Ÿ“ก

ACR122U NFC Desktop App

Python CustomTkinter PC/SC NFC/NDEF APDU

Full-featured Desktop Application for reading and writing NFC cards with modern UI. Complete NFC backend with NDEF records, raw APDU commands, and multi-format data encoding.

  • Real-time NFC card detection via PC/SC protocol
  • Read & Write NDEF โ€” Text, URL, vCard, custom payloads
  • Raw APDU command support for low-level card communication
  • Card info display โ€” UID, ATR, MIFARE/NTAG type detection
  • Modern dark-theme UI with smooth interactions
๐Ÿ™ View on GitHub โ†’
โš™๏ธ

CI/CD Deployment Pipeline

Flask Jenkins AWS Docker

Reduced deployment time by 80% (30 min โ†’ 5 min). Automated build and deployment process for faster releases with zero-downtime deployments.

  • Jenkins pipeline for automated builds & deployments
  • Docker containerization for consistent environments
  • AWS EC2 & S3 integration for cloud deployment
  • 80% reduction in deployment time
๐Ÿ›ก๏ธ

Startup Venture

๐Ÿ›ก๏ธ
TrustLayer AI

AI-Powered Scam & Identity Protection Platform

The smart way to avoid scams.

scam se bachne ka smart tarika.

๐Ÿš€ Founder & Lead Developer Active Development ๐Ÿค– AI Powered ๐Ÿ‡ฎ๐Ÿ‡ณ India First
๐Ÿ™ View on GitHub
โš ๏ธ The Challenge โ€” India's Digital Fraud Crisis
  • Over โ‚น1.25 lakh crore lost annually to digital scams in India
  • Rapid rise in UPI scams exploiting digital payment systems
  • Pervasive fake job & HR scams targeting vulnerable students
  • Blackmail schemes linked to fraudulent loan apps
  • Persistent OTP & WhatsApp phishing attacks
  • Elderly increasingly prime targets due to lower digital literacy

๐Ÿ’ก India is highly susceptible to scams, yet digital security awareness remains critically low.

๐Ÿ“ˆ Why India First โ€” Vast Untapped Market
800M+
Internet Users in India
500M+
WhatsApp Users
#1
World's Fastest Growing UPI Ecosystem
  • Massive youth population โ€” tech-savvy but lacking cyber awareness
  • Huge gap in accessible, affordable cyber protection
โœ… What TrustLayer AI Is
๐Ÿค– AI-Powered ๐Ÿ”” Real-Time Alerts ๐Ÿ“ฑ User Friendly ๐Ÿ‡ฎ๐Ÿ‡ณ India Focused ๐Ÿ›ก๏ธ Proactive Detection ๐Ÿ’ฐ Affordable

An intuitive, AI-powered Scam & Identity Protection App designed for proactive detection and real-time alerts, focused on user-friendly experience for everyday Indians.

โœ• What TrustLayer AI Is NOT
  • A traditional antivirus software
  • A complicated enterprise-grade cybersecurity tool
  • A highly technical product requiring advanced knowledge
  • An expensive subscription-heavy platform

๐ŸŽฏ We make cyber protection simple for every Indian โ€” from students to senior citizens.

๐Ÿ” Core MVP Features โ€” Essential Protection

Our MVP delivers immediate, tangible value addressing the most prevalent Indian digital scams.

๐Ÿ’ฌ WhatsApp / SMS Scam Checker
๐Ÿ“ธ Screenshot Fraud Detector
๐Ÿ’ธ Fake Loan App Checker
๐Ÿ“ง Email Breach Detection
๐Ÿ“ฐ Daily Scam Alert Feed
๐Ÿ” Identity Protection Scan
๐ŸŽ“

Education

๐Ÿ›๏ธ

Master of Computer Applications

MCA

Gurukul Kangri Deemed to be University, Haridwar

CGPA: 8.62 2022 โ€“ 2024
๐Ÿ“–

Bachelor of Science

B.Sc. Computer Science

Gurukul Kangri Deemed to be University, Haridwar

CGPA: 8.46 2019 โ€“ 2022
๐Ÿ…

Certifications

โ˜๏ธ

Oracle Cloud Infrastructure 2025 Certified DevOps Professional

๐Ÿ”ด Oracle

๐ŸชŸ

Introduction to DevOps

๐Ÿ”ต Microsoft

โญ

TCS iON Career Edge โ€“ Young Professional

๐ŸŸฃ TCS

๐Ÿ†

Achievements

๐Ÿฅ‡

Recognized for developing Python-based intelligent automation that significantly reduced manual QA effort

๐Ÿ†

Awarded for high-impact delivery, collaboration, and automation-driven improvements

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Developed a Python-based automation script that reduced accessibility validation effort from 3 days to 2 hours

๐Ÿš€

Founded TrustLayer AI โ€” building India's first AI-powered scam protection platform with a full team

๐Ÿ’Œ

Received formal appreciation email from client for consistently delivering high-quality validation and timely releases