Shubham Mishra

Software Developer Engineer with 4+ years of experience in developing innovative and scalable software solutions. Proven expertise in full-stack development. Adept at collaborating with cross-functional teams to deliver high-quality products. Seeking a SDE role to leverage my skills and passion for creating innovative solutions that enhance customer experiences and drive technological advancement.

Experience

Lead Developer & AI/ML Engineer

M9 Market | Jun 2024 - Oct 2024

Developed a full-stack app with Next.js, integrating MongoDB and MySQL, while managing AWS infrastructure for scalable ML operations. Trained and fine-tuned LLAMA 3.2B LLM and implemented video transcription algorithms to boost content creation and viewer engagement.

  • Developed a full-stack app. with Next.js, integrating MongoDB and MySQL to enable seamless user interaction and efficient data management.
  • Designed and maintained a Flask-based microservice to handle all machine learning workflows, including model training and inference.
  • Managed AWS infrastructure, including EC2, S3, and SageMaker, to ensure scalable and reliable ML operations.
  • Trained, fine-tuned, and aligned the LLAMA 3.2B-instruct large language model (LLM) to generate viral scripts for content creators.
  • Augmented a vector database for Retrieval-Augmented Generation (RAG) using Pinecone to adapt to current viewer trends dynamically.
  • Implemented video transcription algorithms to process user-generated content, boosting content creator viewership.

Senior Software Engineer

Vistaar Systems Pvt. Ltd. | Jul 2019 - Aug 2023

As a Senior Software Engineer, I led the development of key systems using ELK, ReactJS, and Oracle, improving efficiency by 20%, and automated reporting processes. I also optimized data pipelines, implemented an ETL module, and developed strategic business solutions, while mentoring junior developers.

  • Developed and implemented a robust freight rate computation system using ELK, ReactJS, and Oracle, enabling 20% faster pricing calculations.
  • Created automated sales reports and live dashboards using ELK, Oracle and JavaScript, reducing manual reporting time by 50%.
  • Automated weekly reporting tasks using Python and Shell scripts, improving efficiency by 30%.
  • Designed system architecture diagrams, algorithms, unit test plans, and business rules documents.
  • Refactored code and optimized data pipelines, improving application performance and user experience.
  • Developed an end-to-end ETL module using Oracle, Java and JavaScript to extract, transform and load data from PSV files received from SAP.
  • Created a comprehensive portfolio planning module enabling rolling forecasts and strategic planning for resources and investments.
  • Implemented a novel revenue prediction model using Oracle, JavaScript, Java and Shell, enabling automatic adjustments.
  • Developed a versatile data visualization tool using Oracle, JavaScript and Java empowering users to gain data-driven insights.
  • Mentored newcomers by providing comprehensive KT, accelerating their ramp up time by 50%.
  • Led code reviews to maintain high code quality and ensure best practices.

Projects

Fix for RTL8821CE

Revamped Wi-Fi drivers for Ubuntu.

Open

Ongaku

An AI-driven music recommender.

Open

PseudocodeDiffing

Ghidra plugin for reverse engineering.

Open

NoteTakingApp

Real-time note taking app.

Open
$

Skills

Frontend

JavaScript
ReactJS
ExtJS
NextJS

Backend

NodeJS
Python
Express
Java
C
C++
PHP
SQL

Databases

Oracle
MySQL
MongoDB
ElasticSearch
Pinecone
PostgreSQL

Cloud Computing

AWS

Scripting

Bash
Shell Script
ELK

Frameworks & Others

GIT
Restful API Services
Linux
Docker
Kubernetes
Database Optimization
Data Structures & Algorithms
OS Fundamentals
Software Engineering
Software Design Patterns
Back-End Web Development
Full-Stack Development
API Development
MATLAB
LLAMA
Whisper
Groq
Spotify API

$ Email: smish040@ucr.edu

$ LinkedIn: linkedin.com/in/spidermines

$ GitHub: github.com/shubham151