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Nitin Prajwal
I build useful software and keep the details sharp.
Overview
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About
I'm Nitin, a Software Development Engineer who likes building useful systems.
I work with agentic AI, cloud platforms, and distributed systems. Most of my time goes into turning ideas into reliable software, from LLM workflows and observability to Kubernetes deployments and developer tools.
Good software should be useful, understandable, and easy to trust.
I learn by building and keep things simple where I can.
Stack
Go
.NET
Firebase
Amazon Web Services
Kubernetes
Docker
Angular
Android Studio
Anaconda
Android
Arduino
Microsoft Azure
Canva
Google Chrome
C
CMake
C++
C#
Electron
Figma
Flutter
Git
Gradle
IntelliJ IDEA
JavaScript
Jupyter
Kotlin
Linux
MATLAB
MongoDB
MySQL
Next.js
Node.js
npm
Nuxt.js
OpenGL
PostgreSQL
PyTorch
Python
R
Raspberry Pi
React
Svelte
TensorFlow
TypeScript
Visual Studio Code
PuTTY
OpenCV
Jira
Java
HTML5
GraphQL
Fedora
Debian
Blender
Apache
Apache Kafka
Elasticsearch
Spring Boot
Prometheus
Grafana
Blog
Experience
Wipro
Current Employer- Building software as a full-time SDE at Wipro.
HARMAN International
- Built a DevOps AI platform with React, Next.js, TypeScript, OpenClaw, and LangGraph. Added OpenTelemetry traces, metrics, and logs for Kubernetes services.
- Wrote pytest and Jest tests, kept coverage above 90%, reviewed code, and tracked defects in JIRA.
- Built Go and Kafka services with GraphQL, Elasticsearch, MCP, Docker, and AWS. Cut deployment time by about 45%.
- React
- Next.js
- TypeScript
- LangGraph
- OpenTelemetry
- Grafana
- Prometheus
- Loki
- Kubernetes
- ArgoCD
- Go
- Kafka
- GraphQL
- Elasticsearch
- Docker
- AWS
- pytest
- Jest
- JIRA
- Agile
Serent.ai
- Fine-tuned ModernBERT for clinical NER and ICD-10 prediction, reaching 85% precision and cutting chart review time by 70%.
- Fine-tuned Qwen for diagnosis classification and MedGemma for entity extraction.
- Built an ArgoCD and Kubernetes pipeline for OCR, inference, and retraining.
- ModernBERT
- Named Entity Recognition
- ICD-10
- Qwen
- MedGemma
- MLOps
- ArgoCD
- Kubernetes
- Python
- Machine Learning
- Clinical NLP
Oracle Academy
- Helped design a multi-tenant CSPM platform on OCI for monitoring millions of cloud assets.
- Built a Go policy-as-code module for custom compliance rules.
- Improved Kafka and gRPC ingestion latency to under 250 ms at p99.
- Go
- Oracle Cloud Infrastructure (OCI)
- Kafka
- gRPC
- Cloud Security
- Policy-as-Code
- Distributed Systems
- System Architecture
Google Developer Group (GDG) on Campus
- Led a team fine-tuning an SLM on NGO data for better retrieval and faster answers.
- Founded the campus chapter, ran AI and cloud workshops, and mentored 100+ students.
- Led a Google Solution Challenge project that made municipal policy documents easier to access.
- Leadership
- SLM Fine-tuning
- RAG Systems
- Natural Language Processing
- LLM Orchestration
- Workshop Development
- Community Building
- Google Technologies
- AI
- Cloud Architecture
Carbon Crunch
- Built the Sustainix backend with Java, Spring Boot, Python, AWS S3, and EC2.
- Deployed a Kubernetes RAG pipeline that cut sustainability report extraction time by about 60%.
- Java
- Spring Boot
- Python
- AWS S3
- AWS EC2
- RAG
- Kubernetes
- Microservices
- Sustainability
Open Source Contributions
- Kilo Code: Reproduced an OAuth bug, added regression tests, and helped close the issue through GitHub review. The fix improved API security by 50%.
- Roo Code: Fixed a Node.js payment API bug, refactored 700+ lines, and verified the change with E2E tests.
- Open Source
- OAuth
- JavaScript
- Node.js
- Regression Testing
- E2E Testing
- Code Review
- API Security
Dhruva Space & Nikkibuild
- Automated telemetry checks in Python and built an LSTM anomaly detector with a 99.5% F1 score.
- Built and tested ESP32 firmware with FreeRTOS, C/C++, and shell scripts for scheduling and UART/I2C behavior.
- Python
- LSTM
- Anomaly Detection
- FreeRTOS
- ESP32
- C/C++
- Embedded Systems
- Satellite Systems
- Firmware Development
- Hardware Testing
Fiverr & Upwork
- Designed and shipped MyLinkCoach.com with Next.js, React, TypeScript, Tailwind, Radix UI, Three.js, and motion effects.
- Added Razorpay payments, validated forms, and backend workflows with NodeMailer, Google APIs, and webhooks.
- Next.js
- React
- TypeScript
- Tailwind CSS
- Radix UI
- Three.js
- Framer Motion
- GSAP
- Razorpay
- Figma
- Node.js
Education
Projects(11)
- Built a Dockerized observability stack with OTel Collector, Prometheus, Loki, Tempo, Grafana, and a React/TypeScript dashboard.
- Added six live views for LLM usage, agents, A2A flows, logs, and traces. Deployed a five-agent demo to Kubernetes with ArgoCD and OpenTelemetry tracing.
- OpenTelemetry
- Grafana
- Prometheus
- Loki
- Tempo
- Docker
- React
- TypeScript
- Kubernetes
- ArgoCD
- A2A Multi-agent
- Built an open-source AI browser with a C++ core and MCP-based web agents.
- Connected agents to REST APIs and cut research time by 40%.
- Electron
- C++
- MCP
- Vercel AI SDK
- AWS Bedrock
- SQL
- REST APIs
- Open Source
- Built a Go song-recognition service with FFT fingerprinting, FFmpeg, and Spotify and YouTube metadata.
- Cached more than 3M hashes and returned matches in under 900 ms.
- Go
- FFmpeg
- SQLite
- MongoDB
- Audio Fingerprinting
- FFT
- Microservices
- Spotify API
- YouTube API
- Open Source
Patent published: Indian Patent Application No. 202541041352 (2024)
- Fused IMU and stereo-camera data with a Kalman filter for 3D navigation.
- Ran an INT8 YOLOv7 model on Raspberry Pi with 99.8% object classification accuracy. A Bi-LSTM handled sign language recognition.
- Python
- TensorFlow Lite
- C++
- gRPC
- Computer Vision
- YOLO
- LSTM
- Kalman Filter
- Raspberry Pi
- Patent Published
Awards & OSS Contributions(4)
Certifications(8)
Microsoft Certified: Azure AI Associate
- Issued by
- Microsoft
- Issued on
Oracle Cloud Infrastructure 2025 Certified Generative AI Professional
- Issued by
- Oracle
- Issued on
Oracle Cloud Infrastructure 2025 Certified Data Science Professional
- Issued by
- Oracle
- Issued on
Oracle Cloud Infrastructure 2025 Certified Multicloud Architect Professional
- Issued by
- Oracle
- Issued on
Oracle Cloud Infrastructure 2025 Certified Developer Professional
- Issued by
- Oracle
- Issued on
Exploratory Data Analysis for Machine Learning
- Issued by
- IBM
- Issued on
ServiceNow System Administrator from Zero to Hero
- Issued by
- ServiceNow
- Issued on
Asana Project Management
- Issued by
- Great Learning
- Issued on