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PRATHIK SALLA

Software Engineer — AI/ML

Computer Science & Data Science undergraduate building RAG architectures, real-time vision pipelines, and production AI systems.

Identity // Core Markv2.5 Ready

“With great power comes great responsibility.”

— Peter Parker

Flagship projects

YOLOv11

Computer vision

00+

Certifications

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01•About

About Me

A focused engineering profile centered on AI/ML architectures, real-time computer vision pipelines, and production systems.

Computer Science (Data Science) undergraduate with strong foundations in Python, Java, Data Structures & Algorithms, and backend development. Hands-on experience building AI-powered applications, real-time computer vision systems, and cloud-native tools.

“With great power comes great responsibility.” — Peter Parker

Multimodal RAG

Vector indexing with ChromaDB, Model Context Protocol (MCP) tool schemas, and timestamp-aware clip retrieval.

Streaming Vision

YOLOv11 stream pipelines with thread-decoupled queue buffers for smooth live webcam and video inference.

Identity Spec // Core Mark Validated

Software Engineer — AI/MLv2.5 Ready

Selected work

Projects I’ve built

Across AI systems, computer vision, and software engineering.

05 projects · AI / Vision / Backend / Java

AI Video IntelligenceProduction-Ready AI System

MCP-Powered RAG Video Intelligence Platform

AGENTIC VIDEO SEARCH & CLIP RETRIEVAL

Developed an MCP-powered AI video intelligence platform using Python, Streamlit, and RAG for semantic video understanding, conversational querying, and contextual retrieval across YouTube and local video content.

PythonStreamlitRAGMCPChromaDBVector Search

View Case Study GitHub

CLICK ANY STAGE TO INSPECT ITS INPUT / OUTPUT SPECDATA FLOW 7 STAGES ✓

Computer VisionProduction-style CV App

Real-Time Object Detection & Segmentation using YOLOv11

STREAM PROCESSING QUEUE PIPELINE

Developed a real-time object detection and segmentation system using YOLOv11, OpenCV, and Streamlit supporting webcam, image, and video inference with dynamic model switching and interactive visualization.

YOLOv11OpenCVStreamlitPyTorchPythonFrame Queue

View Case Study GitHub

CLICK ANY STAGE TO INSPECT ITS INPUT / OUTPUT SPECDATA FLOW 5 STAGES ✓

Automated AnalyticsAnalytics Platform

CognitoEDA - Automated Exploratory Data Analysis Platform

DATASET INTELLIGENCE & HEALTH SCORING

Developed CognitoEDA, an AI-powered exploratory data analysis platform using Python and Streamlit for automated dataset intelligence, visualization, and interactive analytics on CSV datasets.

PythonStreamlitPandasScikit-LearnAutomated Profiling

View Case Study GitHub

CLICK ANY STAGE TO INSPECT ITS INPUT / OUTPUT SPECDATA FLOW 5 STAGES ✓

Backend / SDEProduction-style SDE Build

Employee Management REST API

SPRING BOOT · MYSQL · JPA · VALIDATION

Engineered a production-grade Employee Management REST API with Spring Boot, Spring Data JPA, and MySQL featuring full CRUD operations, request validation, centralized exception handling, pagination, sorting, and unit-tested service layers.

JavaSpring BootREST APIMySQLSpring Data JPAJUnit

View Case Study GitHub

CLICK ANY STAGE TO INSPECT ITS INPUT / OUTPUT SPECDATA FLOW 6 STAGES ✓

Java / Game DevelopmentCompleted · 47 Tests Passing

Tic-Tac-Toe with Minimax AI

JAVA 21 · SWING · MINIMAX · ALPHA-BETA

Built a Java 21 Swing Tic-Tac-Toe application with an immutable game-state model, unbeatable Minimax AI with alpha-beta pruning, MVC architecture, asynchronous AI computation, and exhaustive game-tree verification.

Java 21SwingMinimaxAlpha-Beta PruningMVCJUnit 5

View Case Study GitHub

CLICK ANY STAGE TO INSPECT ITS INPUT / OUTPUT SPECDATA FLOW 5 STAGES ✓

AI Video Intelligence01

MCP-Powered RAG Video Intelligence Platform

AGENTIC VIDEO SEARCH & CLIP RETRIEVAL

PythonStreamlitRAGMCP

Explore GitHub

Computer Vision02

Real-Time Object Detection & Segmentation using YOLOv11

STREAM PROCESSING QUEUE PIPELINE

YOLOv11OpenCVStreamlitPyTorch

Explore GitHub

Automated Analytics03

CognitoEDA - Automated Exploratory Data Analysis Platform

DATASET INTELLIGENCE & HEALTH SCORING

Developed CognitoEDA, an AI-powered exploratory data analysis platform using Python and Streamlit for automated dataset intelligence, visualization, and interactive analytics on CSV datasets.

PythonStreamlitPandasScikit-Learn

Explore GitHub

Backend / SDE04

Employee Management REST API

SPRING BOOT · MYSQL · JPA · VALIDATION

JavaSpring BootREST APIMySQL

Explore GitHub

Java / Game Development05

Tic-Tac-Toe with Minimax AI

JAVA 21 · SWING · MINIMAX · ALPHA-BETA

Java 21SwingMinimaxAlpha-Beta Pruning

Explore GitHub

03•SKILLS

Skills & Experience

Core engineering proficiencies across AI/ML systems, programming languages, backend frameworks, and cloud platforms.

Languages

Java · Python · SQL · R · HTML/CSS · JavaScript

94%

proficiency

JavaPythonSQLRHTML/CSSJavaScript

Core Computer Science

DSA · OOP · DBMS · Problem Solving

91%

proficiency

Data Structures & AlgorithmsObject-Oriented ProgrammingDBMSProblem Solving

AI & Machine Learning

ML · RAG · Computer Vision · AI Automation

92%

proficiency

Machine LearningRetrieval-Augmented Generation (RAG)Computer VisionAI Workflow Automation

Frameworks & Libraries

Streamlit · TensorFlow · PyTorch · OpenCV · Pandas

90%

proficiency

StreamlitTensorFlowPyTorchOpenCVNumPyPandasMatplotlibSeabornScikit-learn

Cloud & Tools

Git · GitHub · OCI · Google Cloud · MCP · Linux · REST APIs

88%

proficiency

GitGitHubOracle Cloud Infrastructure (OCI)Google CloudMCPLinuxREST APIs

Java · Python · SQL

Languages

HTML/CSS · JS · R

DSA · OOP · DBMS

Core CS

Algorithmic Problem Solving

RAG · YOLO · PyTorch

AI / ML & Libraries

OpenCV · Pandas · Streamlit

Git · OCI · GCP · MCP

Cloud & Tooling

Linux & REST APIs

Experience

Career Operations Log

AI Application Builder2024 - Present

Independent Projects

Designing and shipping practical AI tools across RAG, computer vision, analytics, and workflow automation.

Built semantic retrieval and conversational interfaces for video intelligence workflows using Model Context Protocol (MCP).
Created computer vision apps with real-time YOLOv11 inference, stream processing queues, and analytics.
Engineered automated dataset intelligence and exploratory data analysis platforms.

Web Development Intern2 - 16 May 2026

InAmigos Foundation (IAF)

Completed a virtual web development internship, assisting with front-end tasks and receiving a certificate of internship and letter of recommendation from the foundation's leadership.

Assisted with front-end development tasks within an agile virtual team.
Earned an official Certificate of Internship and Letter of Recommendation.
Demonstrated rapid learning, deadline adherence, and collaborative problem-solving.

AI & Cloud Engineering Intern2025 - 2026

ServiceNow, AICTE, Google Cloud & Edunet Foundation

Completed virtual engineering internships leveraging ServiceNow University, Google Cloud, IBM Watsonx, and AI & Data Analytics platforms.

Completed ServiceNow Virtual Internship Program covering Agentic AI, Administration, Flows, and ATF.
Earned Grade O (Outstanding) in Google for Developers 10-Week AI-ML Virtual Internship.
Completed Google Cloud Generative AI Virtual Internship organized by SmartBridge & AICTE.
Built phishing detection agents using IBM Watsonx Orchestrate during Edunet IBM SkillsBuild program.

04•Credentials

Certifications

8 certifications across AI, cloud, networking and software technologies. Each is shown as self-reported unless a public verification source exists.

05•Contact

Get In Touch

Interested in collaborating, AI/CV engineering roles, or technical inquiries — send a direct message.

PRATHIK SALLA

About Me

Projects I’ve built

MCP-Powered RAG Video Intelligence Platform

Real-Time Object Detection & Segmentation using YOLOv11

CognitoEDA - Automated Exploratory Data Analysis Platform

Employee Management REST API

Tic-Tac-Toe with Minimax AI

MCP-Powered RAG Video Intelligence Platform

Real-Time Object Detection & Segmentation using YOLOv11

CognitoEDA - Automated Exploratory Data Analysis Platform

Employee Management REST API

Tic-Tac-Toe with Minimax AI

Skills & Experience

Languages

Core Computer Science

AI & Machine Learning

Frameworks & Libraries

Cloud & Tools

Experience

Certifications

Oracle Cloud Infrastructure (OCI) 2025 Certified Generative AI Professional

AI Upskilling: Hands-On Development from Model to App

Claude Platform & Code

Claude with Anthropic API

Intro to MCP (Model Context Protocol)

Artificial Intelligence & Data Analytics Virtual Internship

CCNA: Networking, Security & Automation

IBM SkillsBuild AI & Cloud Virtual Internship

Get In Touch