PAVAN VENKATA NAGA MANOJ BOLLEPALLI

PB

Looking for a job

PAVAN VENKATA NAGA MANOJ BOLLEPALLI

@pavanvenkatanagamano

AI Backend Engineer building SkillVector, a live RAG platform with 0.48s warm-query latency.

I built SkillVector, a live AI career intelligence platform with a three-layer retrieval pipeline. By adding an in-memory cache, pgvector search, and web fetching, I reduced warm-query latency from 9.6 seconds to 0.48 seconds.

I also built Flash Resume, a local-first resume tailoring tool that reached 850 PyPI downloads and about 20 active users. Through the Wikimedia Student Engagement Program, I built a community insights dashboard and reduced SQL query execution time by about 25% on replicated Wikimedia datasets.

Experience

Work history, roles, and key accomplishments

WP

Open Source Developer

Wikimedia Student Engagement Program

Jul 2024 - Sep 2025 (1 year 2 months)

Built a community insights dashboard in Python + Streamlit + MySQL on Wikipedia editor contribution trends. Reduced SQL query execution time by ~25% with composite indexing and query restructuring, and contributed code reviewed to Wikimedia engineering standards.

Python Streamlit MySQL SQL Query Optimization Unit Testing Code Review

Education

Degrees, certifications, and relevant coursework

VV

Vasireddy Venkatadri Institute of Technology (VVIT)

Bachelor of Technology, Computer Science & Engineering (AI & ML)

2022 - 2026

Grade: 8.28 / 10.0

Pursuing a Bachelor of Technology in Computer Science & Engineering with a focus on AI & ML, maintaining a CGPA of 8.28/10.0.

Tech stack

Software and tools used professionally

GitHub Actions

MySQL

PostgreSQL

Node.js

Next.js

Tailwind CSS

React

JavaScript

Python

Java

Streamlit

FastAPI

asyncio

Linux

Gemini

Git

Docker

SQL

Groq

pgvector

Tavily

Retrieval-Augmented Generation (RAG)

AWS

Availability

Looking for a job

Location

India

Authorized to work in

Salary expectations

600k+ INR

Social media

Job categories

AI Backend Engineer AI Engineer Backend Engineer

Skills

RAG LLM Prompt Engineering Embeddings Vector Search PostgreSQL Pgvector fastAPI Python REST API Design AsyncIO Query Optimization HNSW Mistral LLaMA GROQ

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