Software Engineering • ML • Data Science

Souri Rishik

Full-Stack Developer

I'm a Data Science & Engineering student at MIT, Manipal. I architect scalable software and train intelligent machine learning models, transforming raw data into high-performance applications.

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Background

A blend of academic rigor and practical engineering.

Experience

Software Developer Intern

CodeLogs Technologies LLPMay 2026 — Jul 2026

Deployed an AWS serverless pipeline (S3, SQS, Lambda) and a Spring Boot Stripe backend for metered billing.
Developed a React/Spring Boot admin portal automating 27,000+ products categorization and internal HR workflows.

Coding Subsystem Head

RobomanipalSep 2025 — Present

Enhanced the official Robomanipal website with 100%+ traffic growth and 98/100 Real Experience Score.
Represented MIT MAHE at Technoxian 8.0 (quarterfinals).
Secured 2nd Runner-Up at Robonautica, IISc Bangalore.

Research Intern

Manipal Institute of TechnologyJun 2025 — Jul 2025

Engineered ML models (Gradient Boosting, CatBoost, XGBoost, Random Forest) to detect phishing URLs with 97.4% accuracy and 97.7% F1-score on 30,000+ samples.
Deployed a Python-based web app.

Education

Manipal Institute of Technology, MAHE

B.Tech in Data Science Engineering

Jul 2023 — Sep 2027

Mahatma Gandhi Memorial PU College

Higher Secondary Education (PCMC)

Jul 2021 — Apr 2023

Little Rock Indian School

CBSE 10th Board

Core Technologies

PythonC/C++JavaTypeScriptJavaScriptSQLPostgreSQLOracleHTMLCSSReact.jsNext.jsNode.jsExpressSpring BootTensorFlowPyTorchNumPyPandasKerasScipyMatplotlibOpenCVROSROS2GitGitHub ActionsDockerAWSUbuntu

Selected Work

A collection of projects spanning robotics, AI, and full-stack development.

PulseNotify

Architected a scalable notification platform to schedule and broadcast templated alerts via Email, SMS, and Push, leveraging AWS SQS and Lambda. Implemented a distributed API rate limiter and offloaded token management to DynamoDB.

JavaSpring BootPostgreSQLAWSDocker

Planify

Developed a full-stack project management platform featuring task filtering, interactive dashboards, and 15+ REST APIs. Optimized backend PostgreSQL and Node.js API performance, reducing response time by ~35%.

TypeScriptReactNode.jsPostgreSQLDocker

Sign Language Gesture Analysis

Built a lightweight custom CNN (~227K parameters) to classify 24 static ASL hand gestures from the Sign Language MNIST dataset. Achieved 99.69% validation accuracy and demonstrated real-time webcam inference.

PythonTensorFlowKerasOpenCV

Phishing URL Detection

Engineered multiple ML models to detect phishing URLs, achieving 97.4% accuracy. Deployed a real-time Python web application reducing manual verification by 70%.

PythonXGBoostCatBoostML

Digit Recognition

Developed a Feedforward Neural Network in TensorFlow/Keras with preprocessing, batch normalization, dropout, and L2 regularization for MNIST digit recognition. Achieved 98.13% classification accuracy.

PythonTensorFlowNumPy

Open Volley

Built a computer vision system in Python/OpenCV to track volleyball trajectories with 95% detection accuracy, processing 120+ frames per second for real-time analysis.

PythonOpenCVComputer Vision

Autonav (RoboCUP@Work)

Programmed a 6-DOF Mecanum robot for RoboCUP@Work with 2D LiDAR and depth camera, using SLAM Toolbox and NAV2 for mapping and navigation. Achieved <10cm localization error in ROS2.

ROS2SLAMLiDARNAV2

Fastest Line Follower

Optimized PID algorithm improving motor precision by 30%. Created a Bluetooth-based Python GUI for real-time PID tuning. Competed at Technoxian 8.0, advancing to quarterfinals among 200+ teams.

CPythonPIDEmbedded

Certifications

Continuous learning and skill validation.

Generative AI with Large Language Models

DEEPLEARNING.AI · COURSERA

A comprehensive deep dive into the generative AI lifecycle. Covers transformer architecture, LLM training, fine-tuning, and deployment.

Natural Language Processing in TensorFlow

DEEPLEARNING.AI · COURSERA

Explores advanced NLP techniques including tokenization, sentiment analysis, word embeddings, RNNs, and LSTMs using TensorFlow.

MongoDB: The Complete Guide to NoSQL Database Development

COURSERA

Master MongoDB NoSQL database development, covering CRUD operations, indexing, aggregation framework, and data modeling.

C++ Data Structures in the STL

COURSERA

An in-depth exploration of C++ Standard Template Library, focusing on vectors, maps, sets, and efficient algorithmic implementations.

Build Your First GUI App With Java

COURSERA PROJECT NETWORK

Hands-on project developing a graphical user interface application using Java Swing and basic event-driven programming.

Introduction to Java Programming

COURSERA

Foundational concepts of Java programming including object-oriented design, syntax, control structures, and basic data types.

Get in Touch

Whether you have a question or want to collaborate, my inbox is open.