I'm a Backend Engineer & DevOps enthusiast from Hyderabad, India — currently pursuing B.Tech in Electronics & Communication Engineering at MGIT (2023–2027). I've delivered 3 production-grade backend systems across internships, following agile SDLC practices, with measurable impact:

• Cut API latency by 60% using Redis caching
• Reduced data-retrieval payloads by 40% with server-side filtering
• Eliminated 100% of manual deployment steps via CI/CD automation
• Podium finisher at 3 national hackathons (100+ competing teams each)

Beyond software, I've built hardware projects from the ground up — soldering ICs, working with WiFi modems for audio transmission, and integrating NLP into home automation systems.

Jan 2026 – Apr 2026 | FastAPI · scikit-surprise · scikit-learn · MySQL · Redis · Docker · Helm · Minikube

Engineered a hybrid recommendation engine (SVD + TF-IDF) on the MovieLens 100K dataset, following agile sprint cycles.

• 60% latency reduction using Redis caching — bringing repeated-inference routes to sub-100ms
• Shipped 5 production FastAPI endpoints with configurable alpha blending for A/B tuning without code changes
• Containerised a 3-service stack (API + MySQL + Redis) with Docker Compose; deployed via Helm on Minikube
• Maintained zero regression across 4 sprint iterations with full unit test coverage

Nov 2025 – Dec 2025 | FastAPI · SQLAlchemy · MySQL · JWT

Delivered a production-grade e-commerce backend for multi-role users (buyer, seller, admin) within a 6-week agile cycle.

• 40% payload reduction via server-side filtering and sorting across product/order APIs
• Built modular layered architecture (router → service → repository) enabling independent service scaling
• Delivered RESTful APIs for 3 core domains: product management, category management, order processing

Docker · GitHub Actions · AWS EC2 · Render · Nginx · Kubernetes · Helm · Prometheus · Grafana

• Built an end-to-end CI/CD pipeline with GitHub Actions — 100% of manual deployment steps eliminated
• Containerised FastAPI backend with Docker Compose for dev/production parity; validated on AWS EC2
• Instrumented Prometheus + Grafana dashboards with real-time alerting — detected 100% of simulated failure scenarios
• Zero secrets committed to source control — all credentials managed via GitHub Actions Secrets & .env files

Flask · MySQL · REST APIs · Location Services | 🥈 2nd Prize — CMR College National Hackathon (100+ teams)

• Won 2nd prize at a 24-hour national hackathon — fully functional backend shipped within the time constraint
• Built location-based REST APIs surfacing nearby accessible facilities for Persons with Disabilities
• Delivered a real-time SOS notification system routing alerts to nearest volunteers — in under 8 hours
• Clean REST contract with frontend team enabled parallel development with zero integration rework

IC Design · Soldering · WiFi Modem · Audio Engineering

Built a wireless audio transmitter entirely from discrete components — no microcontroller required.

• Designed and hand-soldered circuits using multiple ICs to record and transmit audio wirelessly
• Integrated a WiFi modem to stream audio to a remote location in real time
• Deep understanding of analog signal processing, RF communication, and PCB-level hardware design

NLP · Python · Multilingual Processing · IoT

Contributed the NLP layer for a voice-controlled home automation system that understands commands in any language.

• Built the multilingual NLP module — users can give commands in any language and the system interprets them correctly
• Integrated voice processing pipeline with hardware actuators for real-world home automation control
• Combined software (NLP) and hardware (ECE) expertise, showcasing true full-stack engineering instincts

Consistent podium performer — top 3 finishes in 3 out of 3 national hackathons under extreme time pressure.

"Ship fast, monitor everything, leave no manual step behind."