SYS_READY · BENGALURU, IN · OPEN TO WORK

Backend Dev & AI Builder.

I build distributed systems that serve global airline ops, and AI agents that make engineering teams faster. Currently shipping at Amadeus IT Group while building the future on the side.

See what I'm building GitHub →
2 yrs
Industry exp
€150K
Saved / year
★ Q3'25
Spot Award
85%↓
Token reduction
AI_LAB · ACTIVE
What I'm Building
Latest · AI Agents
Optimal Code Review
Agent Pipeline
Multi-agent system · Graphify-powered context retrieval

A GitHub PR review pipeline powered by specialised agents — Static Analyser, LLM Reviewer, Test Suggester — that coordinate via Redis and report through a Critic/Scorer. The key insight: agents query a graph.json via Graphify MCP instead of loading full files, cutting context by 85%.

GitHub PR → Webhook → API Gateway → Redis Queue                                       ↓      Static Analysis ◆ LLM Review ◆ Test Suggester                                       ↓                   Aggregator → Critic / Scorer                                       ↓                  GitHub PR Comment
85%
Token reduction
~6K
Tokens / review
5+
Specialised agents
PythonMulti-agentGraphify MCP RedisDocker ComposeLLMGitHub Webhooks
View on GitHub
Up next
More AI agent optimisation projects are in progress — focused on reducing LLM costs, improving context precision, and building reliable multi-agent pipelines.
Follow on GitHub →
⚡
Less context, more signal
Graph-based retrieval over brute-force file loading. Subgraphs beat full codebases.
🤖
Specialised > generalised
Each agent owns one job. Coordination beats monoliths in AI pipelines too.
WHERE_I_SHIP · PRODUCTION
Day Job
Software Developer 1
Amadeus IT Group · Bengaluru
Jul 2024 — Present
★ Spot Award Q3 2025 · team of 40 ↑ €150K saved / year

Owning backend systems for airline departure control and flight management at scale. Delivered an SLA breach fix that saves €150K/yr, shipped a go-live flight-status dashboard, led a middleware migration across multiple apps, and coordinated a zero-downtime data migration across 3 international sites.

JavaC++KafkaMongoDB EdifactSpring MVC/BootC++ Templates REST APIsPodmanAWSCI/CD
Software Developer Intern
Amadeus IT Group · Bengaluru
Feb 2024 — Jul 2024

Designed and built an event-driven data pipeline streaming real-time passenger & baggage data from check-in to flight management — replacing polling with live CDC. Architected on Kafka Connect + Debezium + MongoDB; containerised with Podman. Presented at internal showcase — outcomes shipped to production roadmap.

Java / JAX-RSKafka ConnectDebezium CDC MongoDBPodmanMaven
SIDE_WORK · OPEN_SOURCE
What I've Built
🛡️Python
Real-Time IoT Attack Detector
ANN detecting DDoS, port scanning, MitM & phishing on IoT devices in real-time. Includes SMS/email alerts and research paper.
TensorFlowANNIoT SecurityEdgeIIoT
📊Python
Financial Risk Prediction · IBM AutoAI
Corporate financial risk pipeline using IBM Watson AutoAI. Automated model selection on fraud datasets with Node-RED flows and full experiment notebooks.
IBM AutoAIWatson StudioNode-RED
🌐NLP
Multilingual Toxic Classifier
NLP model detecting toxic comments across multiple languages. Trained on multilingual datasets — most starred project on the profile.
NLPMultilingualText Classification
🔬Python
Applied Data Science Externship
End-to-end data science project covering EDA, feature engineering, model training and evaluation across real-world datasets.
EDAFeature EngineeringML
BY_THE_NUMBERS
Impact
01
€150K
Saved per year
Production SLA optimisation independently diagnosed, designed, and shipped — now live in airline ops.
02
★ 40
Spot Award, Q3 2025
Recognised out of a 40-person team for ownership, depth, and consistent delivery.
03
3 sites
Migration POC
Zero-downtime data migration coordinated across 3 international sites under real time pressure.
TECH_STACK · PRODUCTION_GRADE
Stack
pallav@palnag:~$ cat stack.config
languages
  • Java
  • C++
  • Python
  • SQL
  • JavaScript
backend
  • Spring MVC/Boot
  • JAX-RS
  • C++ Templates
  • Edifact parsing
  • REST APIs · Maven
data & messaging
  • Apache Kafka
  • Kafka Connect
  • Debezium CDC
  • MongoDB
  • Redis
devops & cloud
  • AWS (CCP)
  • Docker · Podman
  • CI/CD
  • EC2 · S3 · IAM · RDS
ai & agents
  • Multi-agent pipelines
  • Graphify MCP
  • LLM integration
  • TensorFlow · ANN
  • IBM Watson AutoAI
practices
  • Event-driven arch
  • Distributed systems
  • SLA analysis
  • Graph-based retrieval
BACKGROUND
Education
B.Tech · 2020–2024
Vellore Institute of Technology
Computer Science Engineering
GPA 8.35 / 10 · SE, OS, DSA, Computer Architecture
Certification · Active
AWS Certified Cloud Practitioner
Amazon Web Services
Jul 2023 – Jul 2026
CONTACT · OPEN
Let's build
something.

Open to backend, distributed systems, and AI engineering roles. Bengaluru-based — open to relocation or remote.

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