Medapati
Siddhartha Reddy
< Data Science & AI/ML Engineer />
Engineering intelligent workflows, dynamic data pipelines, and highly optimized architectures. Combining algorithmic optimization with rapid visual prototyping.
$ cat profile.py
def __init__(self):
self.name = "Siddhartha Reddy"
self.tag = "Vibe Coder"
self.active_cgpa = 8.98
self.dsa_solved = "200+"
$ python3 -m current_status
AI-Driven Financial Market Analyzer
An agent-based financial analysis intelligence engine designed to process real-time market data, perform portfolio sentiment reasoning, and simulate trading strategies.
Real-Time Financial Intelligence & Agentic Strategy Simulator
- Built an AI-driven financial analysis system to process market data, analyze portfolio sentiment, identify market trends, and generate risk alerts.
- Implemented agent-based workflows for financial data retrieval, analytical reasoning, trading strategy simulation, and automated market insights.
// Agentic Workflows
Financial Data Retrieval & Reasoning
// Market Telemetry
Realtime Financial API Pipeline Streams
// Risk Engine
Automated Risk Alerts & Sentiment Scoring
Featured Projects & Live Systems
Review production systems and working AI architectures created to handle heavy usage demands.
AI-Driven Financial Market Analyzer
- Built an AI-driven financial analysis system to process market data, analyze portfolio sentiment, identify market trends, and generate risk alerts.
- Implemented agent-based workflows for financial data retrieval, analytical reasoning, trading strategy simulation, and automated market insights.
Amaravathi Ice Factory DMS
Engineered and implemented a custom Digital Management System to streamline operations, track block storage schedules, manage transaction ledger logs, and support physical checklist sheets synchronization.
VB Software Solutions
A bespoke developer marketplace detailing custom software setups, web portals, visual optimization panels, and rapid service requests.
Project Hub & Profile Snapshot
Direct navigation routes and downloadable profile configurations in one interface
/all_repositories
GitHub Documentation Center
Every single project built, including experimental vibe coding notebooks, database clusters, algorithmic solutions, and production portals is cataloged inside my customized documentation index. Navigate there to review source codes and visual deployment readmes.
/developer_assets
Snapshot & Personal Focus
Merging deep learning setups with highly reactive layouts. I concentrate on low latency, visual data models, and fluid interfaces that represent compound processing pipelines clearly.
Simultaneous Timeline (2026)
Visualizing active industry experience tracks and technical service milestones completed in parallel.
// Active Parallel Operations Status
Concurrency Enabled: Appgenesis & AP State Council Active
Industry Experiences
Appgenesis
Data Science Intern
Integrating deep learning layouts, training models for spatial prediction pipelines, optimizing neural weight operations, and handling complex dataset analytics.
Thiranex
Data Analyst Intern
Managed detailed logging, engineered telemetry data visual screens, adjusted state configurations, and processed continuous database logs.
Technical Internships
APSSDC / APSCHE
Full-Stack Vibe Coding Intern
Building automated educational indices, designing regional registries, implementing full-stack schemas, and running responsive database layouts.
IBM
Cloud & Data Science Foundation Intern
Evaluated structured classification paradigms, evaluated cloud deep learning integrations, compiled pipeline architectures, and analyzed cognitive API responses.
Amaravathi Ice Factory
Community Service Project (CSP) Intern
Conducted site requirements studies and built the operational DMS, removing transaction ledger speed constraints and cataloging real-time cold-chain block sales.
Technical Stack
Interactive skill map with specialized CS & ML analytical suites
Data Structures & Algorithms
200+ Mastered DSA
Object-Oriented Programming (OOP)
Architectural Principles
Operating Systems
Process & Memory Control
Computer Networks
Protocols & Socket Comm
SDLC
Agile Lifecycle Systems
C++
200+ Mastered DSA
Python
Standard Computing Core
C Language
Low-level Architectures
Java
OOP Logic Layouts
JavaScript
Dynamic Client Execution
SQL
Declarative Aggregations
React
Structured UI Rendering
HTML5
Semantic Structures
CSS3
Visual Layout & Animation
Tailwind CSS
Responsive Frameworks
Node.js
High-concurrency logic
Express.js
REST endpoint middleware
FastAPI
Asynchronous Python Routing
MySQL
Relational Schema Structures
MongoDB
BSON document systems
PostgreSQL
Advanced storage backends
Scikit-learn
Predictive Classifications
Pandas
Data Matrix Manipulations
NumPy
Multi-dimensional Arrays
OpenCV
Spatial Image Boundaries
TF-IDF
Vectorized Term Frequencies
Seaborn
Statistical Visuals
Matplotlib
Scientific Graphing
Git & GitHub
Collaborative Branchings
Power BI
Business Metrics Desktops
REST APIs
Inter-service protocols
VS Code
Environment Host Compiler
Education History
B.Tech, Computer Science
ANITS, Visakhapatnam
CGPA: 8.98Intermediate (10+2)
Sri Shiridi Sai Junior College
Score: 95%SSC (10th Grade)
Sri Siddhartha School
CGPA: 8.4Coding Philosophy
DSA Algorithmic Core
Mathematical optimization provides the structural integrity for modern high-performance microservices.
Hover to flipComputational Blueprint
Calculating complexity bounds meticulously ensures that backend databases can handle heavy real-time traffic without processing blockages.
Pragmatic Visualization
Complex deep-learning configurations require highly readable dashboards so operators can extract value easily.
Hover to flipCognitive Interfaces
Structuring analytical tools like Power BI models or multi-threaded React metrics screens to represent backend DB schemas in clear, actionable forms.
Certifications & Accolades
Verified professional certifications and technical event organizational roles
Salesforce Agentblazer
Completed verified Cloud Workflow configurations and Agentforce deployment modules.
Credly Certification Badge
Verified cloud platforms competence issued securely through Credly ecosystem credentials.
DSA Graph Algorithms
Mastered graph models, short paths traversals, and topological sorting algorithms.
Luminex DS & ML Hackathon
Coordinated campus computing platforms and dataset architectures during the state-wide hackathon.
INNOQUEST Organizer
Managed layout plans, score computation metrics, and analyzed team project entries.
The Forest Hub
Devpost hackathon layout structuring spatial forest indexes and monitoring climate graphs.
Let's Connect
I am actively seeking professional roles in Data Science, AI/ML Engineering, and full-stack software development. Let's construct something exceptional.