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manishrdy/README.md

Typing SVG

LinkedIn Portfolio Email GitHub


👨‍💻 About

Backend Engineer with 3+ years of experience building reliable backend systems. I specialize in building RESTful APIs, event-driven architectures, and AI-integrated backend pipelines. Currently exploring the intersection of traditional backend engineering and Generative AI.

class ManishBotta:
    def __init__(self):
        self.location = "Los Angeles, CA"
        self.education = "M.S. Computer Science @ CSUSB (3.8 GPA)"
        self.languages = ["Python", "Node.js", "Java", "JavaScript"]
        self.interests = ["System Design", "Backend Architecture", "LLM Pipelines"]
        
    def current_focus(self):
        return [
            "Scalable Backend Development",
            "RAG pipelines & LLM integrations",
            "High-performance caching strategies"
        ]

🛠️ Tech Stack

Python
Python
Node.js
Node.js
Java
Java
JavaScript
JavaScript
Go
Go
FastAPI
FastAPI
Flask
Flask
Express
Express.js
Django
Django
Spring
Spring Boot
PostgreSQL
PostgreSQL
MongoDB
MongoDB
Redis
Redis
Kafka
Kafka
MySQL
MySQL
AWS
AWS
Docker
Docker
GitHub Actions
CI/CD
Linux
Linux

AI/ML Stack: LangChain • RAG Pipelines • Fine-Tuning (QLoRA/LoRA) • Vector DBs (FAISS, Chroma) • OpenAI • HuggingFace



💼 Experience

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timeline
    title Career Journey
    
    2019 : Achiwer
         : Software Engineer Intern
         : Node.js • Python • AWS
    
    2021 : Cognizant
         : Program Trainee Analyst
         : Spring Boot • TDD • 80%+ Coverage
    
    2021-2023 : Yellow.ai
               : Software Engineer
               : 100M+ Events/Day
               : Kafka • Redis • LLM Migration
    
    2025-Present : Navi Technologies
                 : Contract Software Engineer
                 : OAuth 2.0 • CI/CD
                 : Zero-Downtime Deployments
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Company Role Highlights
Navi Technologies Software Engineer OAuth 2.0 integrations, 70% reduction in manual data handling, zero-downtime CI/CD
Yellow.ai Software Engineer Scaled to 100M+ events/day, 40% latency reduction, LLM pipeline migration
Cognizant Program Trainee Spring Boot APIs, 80%+ test coverage, microservices migration
Achiwer Intern Learning platform backend, 1000+ users, AWS deployment

🚀 Featured Projects

🎙️ Async Audio Pipeline

Multi-stage NLP processing system

  • 3× throughput improvement
  • 📉 80% reduction in review time
  • 🔄 Queue-driven fault-tolerant processing

FastAPI Redis LLMs Docker

Repo

📄 AI Resume Tailoring

RAG-powered resume optimization

  • 🎯 45% better retrieval accuracy
  • 💾 60% less GPU memory usage
  • 🤖 Fine-tuned with QLoRA

FastAPI FAISS LangChain Chroma

Repo

🏏 SimCricketX

Real-time multi-user simulation engine

  • 🎮 Concurrent state management
  • 📊 50% fewer hard-coded rules
  • ☁️ Deployed on Oracle Cloud

Flask Python Redis CI/CD

Repo

🔗 URL Shortener

High-performance link service

  • 💾 70% reduction in DB reads
  • 60% faster redirects
  • 🔄 Smart cache invalidation

Node.js MongoDB Redis Docker

Repo


📈 GitHub Stats

GitHub Stats    Top Languages

GitHub Streak



Profile Details

Repos per Language Most Commit Language Productive Time

🎓 Education

Degree University GPA Timeline
M.S. Computer Science California State University, San Bernardino 3.8/4.0 2023 - 2025
B.Tech Computer Science Amrita Vishwa Vidyapeetham, India 3.1/4.0 2017 - 2021

Relevant Coursework: Algorithms • AI/ML • Software Engineering • Operating Systems


📬 Let's Connect

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Profile views

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  1. AI-Driven-Resume-Builder AI-Driven-Resume-Builder Public

    Privacy-first tool that generates ATS-optimized, role-specific resumes from YAML data using LaTeX. Dynamically tailors content to job descriptions, reducing manual effort by 90%. Built for job seek…

    Python

  2. Emotion-Detector--Text-Based-Emotion-Classification-Using-Machine-Learning Emotion-Detector--Text-Based-Emotion-Classification-Using-Machine-Learning Public

    A multi-model machine learning app that classifies short text messages into six emotion categories (joy, sadness, love, anger, fear, surprise) using TF-IDF and models like SVM, Logistic Regression,…

    Python

  3. SimCricketX SimCricketX Public

    cricket simulator

    Python 1

  4. SEC-Spring2024-Team-1/team_1_project-6550 SEC-Spring2024-Team-1/team_1_project-6550 Public

    C# 6