Software Engineer.
Computer Engineering graduate with hands-on experience across backend engineering, AI/LLM systems, cloud infrastructure, and low-level systems programming. Open to Software Engineer, Backend, AI/ML, DevOps, and Security roles.
Building software
that actually ships.
I'm Ganesh Kambli — a Computer Engineering graduate from Savitribai Phule Pune University, Pune. My core is Python: I've shipped automation pipelines, REST APIs, ML models, and data-engineering tools that are currently in use.
I love writing code that is clean, measurable, and maintainable — not just code that runs. I've won intercollegiate competitions, interned at AI Adventures LLP, a Pune-based AI startup, and am building HoneyCloud, a cloud-native cybersecurity platform, as my graduation project.
I'm looking for my first full-time SDE role where I can contribute to a high-quality engineering team and grow fast.
Work & recognition.
- Eliminated manual attendance tracking by building an end-to-end Absence Detection System (Python + Google Sheets API + GitHub Actions), reducing reporting time by ~80% and human error to zero.
- Built a real-time Google Sheets monitoring pipeline that automated data reconciliation across internal workflows, replacing a manual, error-prone process.
- Coursework: DSA, DBMS, OS, Computer Networks, OOP, Software Engineering, Machine Learning.
- Applied knowledge through multiple deployed projects, 1 internship, and 2 intercollegiate competition wins.
Certifications
Publications & Research
Things I've built.
Engineered a 100% offline, agentic GraphRAG system using LangGraph and NetworkX to autonomously traverse function-call dependency graphs from local directories or GitHub URLs. Resolves natural-language queries via AST-based chunking and hybrid retrieval (ChromaDB + BM25) with Reciprocal Rank Fusion, running Qwen2.5-coder locally with exact file-path and line-number citations and a codebase synchronization watchdog daemon.
Built a scalable, cloud-deployed honeypot system (FastAPI, PostgreSQL, Docker) detecting and logging intrusion attempts in real time, with ML-based anomaly detection (Isolation Forest, Random Forest) for automated threat classification. Designed a real-time attacker analytics dashboard (React + Vite) with containerized deployment via Render/Vercel, co-authoring two research publications.
Architected a decoupled, multi-service ML platform integrating an inference pipeline, distributed weather caching via Redis, and real-time client updates using React.js and Python. Implemented statistical model drift monitoring and MLOps metrics tracking to maintain prediction reliability as live data distributions shifted.
Built a fully serverless, event-driven URL shortener using AWS Lambda, API Gateway, DynamoDB, S3, and CloudFront. Demonstrates scalable, cost-efficient, and highly available cloud-native backend design capable of handling high-throughput request rates.
Engineered a persistent virtual file system in C++17 implementing physical block storage simulation, POSIX permissions, and concurrent inode access via a thread-safe Readers-Writer lock model. Passed a comprehensive security audit hardening I/O operations, Argon2id-based authentication, and protected B-Tree operations.
Production-grade GPU acceleration project demonstrating advanced CUDA optimization techniques for Huffman Encoding. Achieved substantial throughput gains (45+ GB/s) over CPU-based frequency counting through massive parallelism on NVIDIA GPUs, featuring warp-level aggregation kernels and shared memory histograms.
Re-engineered a legacy Flask + raw HTML application into a modern multi-tier architecture featuring a concurrent FastAPI backend and a Vite React + TailwindCSS SPA frontend. Containerized the development and production cluster using Docker to streamline environment parity.
Built a mobile application in Android (Kotlin) that intervenes on distracting app usage and offers gamified wellness quests and AI-guided check-ins. Aims to reduce doomscrolling and improve focus through mindful tech habits and responsive wellness metrics.
Let's build
something together.
Open to SDE roles, internships, and interesting collaborations. I respond to all messages — drop me a line.