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Ashi777/README.md

Ashi Malaiya

Backend & Full-Stack Software Engineer — I build production-grade distributed systems: fault-tolerant Spring Boot microservices, cloud infrastructure on AWS, and REST APIs that handle real-time financial data at scale.

Currently architecting a 9-service equity intelligence platform in production. Previously debugged carrier-grade telecom infrastructure at Nokia (Docker, Kubernetes, Kafka) and shipped full-stack products at Reliance Jio and SDC-MUJ.

B.Tech Computer Science, CGPA 9.43 · Manipal University · AIR 34 (top 0.03%), National Creativity Olympiad

LinkedIn Email GitHub


What I Work On

I focus on the backend: designing services, modeling data, and making systems resilient under real-world failure.

  • Distributed systems & microservices — multi-service architectures with independent, well-bounded REST APIs
  • Reliability engineering — circuit breakers, retries, and graceful degradation for third-party data dependencies
  • Cloud & deployment — provisioning and running services on AWS (EC2, RDS, Route 53) with Docker
  • Data pipelines — scheduled, timezone-aware ingestion and deduplication of high-volume market and news data
  • API design — authentication (JWT + OTP), role-based access, and clean contracts between services

Areas of Expertise

Domain Focus
Backend Engineering Java / Spring Boot, Python / Flask & FastAPI, REST API design, microservices
Databases PostgreSQL, MySQL, Qdrant (vector search), schema and query design
Cloud & DevOps AWS (EC2, RDS, Route 53), Docker, Kubernetes, CI/CD, GitHub Actions, Linux
Distributed Systems Resilience4j (circuit breakers, retry), scheduled jobs, Kafka, fault tolerance
Testing & Quality pytest, Robot Framework, mypy --strict, root-cause analysis

Technical Skills

Languages · Java · Python · JavaScript · TypeScript · SQL · C

Backend · Spring Boot · Flask · FastAPI · Node.js · REST APIs · Microservices · JWT / OTP Auth

Databases · PostgreSQL · MySQL · Qdrant (Vector DB)

Cloud & DevOps · AWS (EC2, RDS, Route 53) · Docker · Docker Compose · Kubernetes · CI/CD · GitHub Actions · Linux

Messaging & Reliability · Apache Kafka · Resilience4j · Scheduled Cron Jobs

Testing · pytest · Robot Framework · mypy · RAGAS

AI / ML · RAG Pipelines · Vector Embeddings · Semantic Search · BM25 · sentence-transformers · Gemini & Groq APIs

Frontend · Next.js · D3.js · HTML · CSS

Tools · Git · Postman · Prometheus · Grafana · Wireshark · JIRA · Figma


Featured Projects

PyGit — A Git Version Control Engine, Built from Scratch

Python · Flask · REST API · D3.js · pytest · mypy · GitHub Actions

A working reimplementation of Git in pure Python with zero dependencies — built to understand version control from first principles.

  • Core engine: SHA-1 content-addressable storage, zlib compression, Myers O(ND) diff, three-way merge with BFS-based lowest-common-ancestor resolution, and packfile delta decoding.
  • 20+ CLI commands byte-compatible with native Git, validated by 316 pytest tests and mypy --strict in a GitHub Actions CI pipeline.
  • Full-stack visualizer: a 4-endpoint REST API and D3.js v7 single-page app rendering an interactive topological commit graph, branch overlays, and an in-browser file viewer.
  • Benchmarked at 1.3–1.7× native C Git speed for staging operations — in interpreted Python.

github.com/Ashi777/pygit


DocuRetrieve — Production Retrieval-Augmented Generation Engine

Python · FastAPI · Next.js · TypeScript · Qdrant · Docker Compose · Gemini / Groq

A full-stack, production-grade RAG platform delivering sub-second semantic search over multi-format documents (PDF, HTML, Markdown, images).

  • Hybrid retrieval: BM25 + sentence-transformers with Reciprocal Rank Fusion and cross-encoder reranking, backed by a Dockerized Qdrant vector database — running at $0 infrastructure cost.
  • Pluggable LLM layer (Gemini, Groq) with inline citations and token-streaming REST APIs.
  • Test-driven: 200+ pytest cases and a CI pipeline, plus a RAGAS evaluation suite for hallucination detection.
  • Next.js 14 + TypeScript dashboard front end.

Live Demo


Experience Highlights

Full Stack Developer — Inboundcy IT Solutions (Feb 2026 – Present, Remote)

  • Architecting and leading the AWS cloud deployment of NiveshFlow, a 9-service Spring Boot + PostgreSQL equity intelligence platform with modular REST APIs for real-time NSE announcement ingestion, RSS news aggregation, JWT + OTP auth, and role-based subscription tiers.
  • Engineered a fault-tolerant financial data pipeline aggregating live market data across 70+ market and 2,200+ company keywords via IST-aware scheduled cron jobs — with Resilience4j circuit breakers and retries, a 4-layer news deduplication engine (URL match + Jaccard similarity), a 24-hour rolling retention system, and Python Flask microservices for Yahoo Finance integration.

Student Intern — Nokia Solutions Network (Jul 2024 – May 2025, Gurugram)

  • Built automated test suites in Robot Framework across Nokia's Converged Charging (NCC) CI/CD pipelines — a carrier-grade billing platform — surfacing 50+ defects and strengthening release quality.
  • Diagnosed and resolved 60+ production issues on containerized cloud infrastructure (Docker, Kubernetes, Kafka, Linux), performing root-cause analysis with Wireshark, Postman, Prometheus, and Grafana, and reducing MTTR.

Summer Intern — Reliance Jio (Jun 2024 – Jul 2024, Jaipur)

  • Built an internal onboarding knowledge portal that reduced new-joiner orientation time by 30%, replacing fragmented department-siloed docs with a unified platform.

Software Developer Intern — SDC-MUJ (Jan 2024 – May 2024, Jaipur)

  • Shipped the full-stack official website (Next.js, Node.js) with an Agile/Scrum team of 4 — driving a 40% rise in student outreach and 25% growth in industry-sponsored collaborations.

Achievements

  • All India Rank 34 (top 0.03%) — National Creativity Olympiad, among 100,000+ participants
  • Co-authored a peer-reviewed book chapter on AI/ML for climate data analysis (Taylor & Francis)
  • Dean's List for 6 consecutive semesters
  • TGELF Mentor — CS/math education to 50+ children and entrepreneurship training to 70+ women

Let's Connect

I'm open to SDE, backend, full-stack (backend-leaning), and software engineering roles.

📫 ashimalaiya.official@gmail.com · 💼 LinkedIn

Pinned Loading

  1. pygit pygit Public

    A byte-for-byte compatible Git implementation in pure Python (zero dependencies) — SHA-1 objects, Myers diff, three-way merge, packfile decoding, and a D3.js commit-graph visualizer.

    Python 5

  2. rag-framework rag-framework Public

    DocuRetrieve — a production-grade RAG engine with hybrid BM25 + vector retrieval, cross-encoder reranking, inline citations, and RAGAS hallucination detection. FastAPI + Qdrant + Next.js, $0 infra.

    Python

  3. PCOS-Prediction-Using-Classification-Algorithms PCOS-Prediction-Using-Classification-Algorithms Public

    PCOS Prediction using Classification Algorithms - Logistic Regression, Support Vector Machine, Naive Bayes and Random Forest.

    Jupyter Notebook