VikranthReddy

Open to ambitious collaborations

Designing intelligent AI platforms & agentic applications.

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Portrait of Vikranth Reddy
AI / ML · Full-stack · Product
15+Professional certifications
23+Public GitHub repositories
20LeetCode problems solved

I specialize in

AI systems that move from research to real-world products.

I’m a B.Tech AI & ML student at Woxsen University and Founder & CEO of Crevanta Ventures. I work across machine learning, autonomous agents, cloud systems, and full-stack development, building products that are explainable, scalable, and useful.

Capabilities / 04

Core
expertise

01

AI & Machine Learning

Python, TensorFlow, PyTorch, XGBoost, scikit-learn, SHAP/LIME explainability, and time-series forecasting.

02

Autonomous Agents & LLMs

Agentic workflows, LLMOps, retrieval-augmented generation, prompt engineering, and local models through Ollama.

03

Full-Stack Development

React, TypeScript, JavaScript, FastAPI, Flask, Node.js, Go, MySQL, MongoDB, and Docker.

04

Leadership & Product

Startup leadership, product strategy, cross-functional coordination, UI/UX, and technical execution.

Works /
Projects

Production-ready applications built for scale, performance, and clean UX.

01

FinGuard AI

Explainable financial-stress prediction across 7, 30, 60, and 90-day horizons, with forecasting, fairness audits, and counterfactuals. Peak BiLSTM AUC: 0.90.

  • Python
  • XGBoost
  • BiLSTM
  • SHAP
02

BrewMind

Enterprise AI support software built during the Cloudangles internship, combining autonomous agents with retrieval workflows.

  • TypeScript
  • AI Agents
  • RAG
03

Construct3 Anomaly Detection

Fully connected, convolutional, and denoising autoencoders on Fashion-MNIST for reconstruction-based anomaly detection.

  • Python
  • TensorFlow
  • Research
04

ICU Monitor Pro

Real-time ICU deterioration prediction with a FastAPI sepsis backend, attention-based interpretation, and local Mistral explanations.

  • FastAPI
  • Clinical AI
  • Ollama
05

Reelio Platform

A Go-based platform supporting the Reelio Social Consortium’s creator and social product ecosystem.

  • Go
  • Platform
  • Web
06

Reelio Buzz Creators

A TypeScript creator platform shaped around creator workflows and a responsive product experience.

  • TypeScript
  • Creators
  • Responsive UI
07

VulnScan

Automated Docker container vulnerability assessment with Trivy integration, critical-CVE alerts, watchlist re-scans, and printable reports.

  • Python
  • Flask
  • Docker
  • Trivy
08

DigiPath

Digital literacy and mentorship platform for underprivileged youth, an initiative by Crevanta Ventures. Five learning tracks, AI-guided learning paths.

  • Education
  • AI Mentorship
  • Web
09

BrewContent Agent

Autonomous knowledge agent: scrapes, indexes and answers questions over the BrewContent knowledge base with RAG over Supabase pgvector.

  • Next.js
  • RAG
  • Agents
10

Combinatorics Toolkit

Advanced combinatorics engine: factorials, nCr/nPr, Stirling and Bell numbers, derangements, multinomials, with benchmarks and growth charts.

  • Python
  • Math
  • Benchmarks
11

Fibonacci Algorithms Lab

Five Fibonacci implementations raced head-to-head: naive to matrix exponentiation, plus golden-ratio convergence and retracement visualizations.

  • Python
  • Algorithms
12

NumPy Scientific Lab

Vectorized computing playground: broadcasting, eigenvalues, linear systems, least-squares fitting, and loop-vs-NumPy benchmarks.

  • Python
  • NumPy
13

Expression Parser Calculator

A real recursive-descent expression parser: tokenizer, AST evaluator, precedence, functions, constants and variables. 29/29 tests green.

  • Python
  • Parsers
14

KeyForge Automation

Desktop automation toolkit: scripted key sequences with humanized timing, window targeting, pause/resume and kill-switch safety.

  • Python
  • Automation
15

Macro Recorder

Full macro recorder: capture keyboard and mouse, edit JSON macros, looped playback with speed control and dry-run safety.

  • Python
  • Automation

What I build

Tailored AI products crafted for startups, founders, and research teams.

Certified

Fifteen credentials across AI, software engineering, computing, and professional communication.

01 · Sep 29, 2026

Python (Basic)

HackerRank

ID 3B6A5C6654DC
02 · Sep 29, 2026

Problem Solving (Basic)

HackerRank

ID 160690370DC8
03 · Sep 28, 2026

Deep Learning Bootcamp: PyTorch, TensorFlow & Deployment

Udemy · Siddhardhan S · 48 hours

UC-a703fb57-6846-47be-b4ab-35cd474729e2
04 · 2026

GitHub Foundations (GH-900)

GitHub

Foundations certification
05 · Completed

One Million Prompters

Dubai Future Foundation · Dubai Centre for AI

Prompt engineering for AI systems
06 · May 2025

Algorithms for Searching, Sorting, and Indexing

University of Colorado Boulder

ID 1WY2M4EIJ3ID
07 · Apr 2025

Java Programming: Solving Problems with Software

Duke University

ID YEGREKA32QTM
08 · Mar 2025

Write Professional Emails in English

Georgia Institute of Technology

ID X6S83S14DHRF
09 · Mar 2025

Data Structures Using Python: An Introduction

Packt

ID 9ANFHDCRVC51
10 · Jan 2025

Exploring C

University of Michigan

ID XMQ9LLRZTU2K
11 · Dec 2024

Quantum Computing For Everyone: An Introduction

Fractal Marketing & Analytics

ID 5G6GCQR823SXY
12 · Nov 2024

The Arduino Platform and C Programming

University of California, Irvine · Coursera

ID 62ZMTDPB2RTI
13 · Nov 2024

Object-Oriented Design

University of Alberta

ID 366BM3S57JKS
14 · Nov 2024

Interfacing with the Arduino

University of California, Irvine · Coursera

ID 0KIM3DEAWVM2
15 · Nov 2024

Programming for Everybody (Getting Started with Python)

University of Michigan

ID 7L2VURQDTCHJ

Selected proof / credentials

Verified certificates and coding-activity proof from the latest deep-learning submission set.

Deep Learning Bootcamp certificate covering PyTorch, TensorFlow and deployment
01Deep Learning Bootcamp
HackerRank Python Basic certificate
02HackerRank · Python (Basic)
HackerRank Problem Solving Basic certificate
03HackerRank · Problem Solving
Microsoft Introduction to Git certificate
04Microsoft · Introduction to Git
One Million Prompters certificate
05Dubai · One Million Prompters
LeetCode solved problems proof, part one
06LeetCode · Activity proof I
LeetCode solved problems proof, part two
07LeetCode · Activity proof II

Open source

Code in
public.

AI & ML systems, creator platforms, and developer tooling from HVRGAMING2705.

View GitHub

construct3-anomaly-detection

Fashion-MNIST autoencoder anomaly detection and denoising.

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icu-monitor-pro

AI-powered ICU early-deterioration prediction system.

↗

brewmind

Enterprise AI support chatbot embedded into BrewContent.

↗

brewcontent-autonomous-agent

Autonomous content agent built in Python.

↗

reelio-platform

Go-based platform for Reelio.

↗

reelio-buzz-creators

TypeScript creator platform for Reelio Buzz.

↗

HVRAWARE-PC

Public project on the HVRGAMING2705 profile.

↗

Education

Learning

Woxsen University

B.Tech, Computer Science: Artificial Intelligence & Machine Learning

Resonance Eduventures Limited

High School Diploma · Mathematics and Computer Science

Meridian International School, Banjara Hills

Middle School Diploma

Experience

Building

Reelio Social Consortium

Chief Administrative & Operations Officer · Head of Legality

Crevanta Ventures

Founder & CEO · Creative media group and production hub

Sri Venkateshwara Ginning and Pressing Factory

Owner

Cloudangles

AI Intern · Built BrewMind and used Codebenders for QA

Utopia Esports Club

Executive

Technical toolkit

Skills

A cross-functional stack for taking ideas from research notebooks to polished, resilient products.

Python
TensorFlow
PyTorch
XGBoost
SHAP / LIME
React
TypeScript
FastAPI
Flask
Go
Docker
MySQL / MongoDB
Ollama / LLMOps
Product Strategy

Start a conversation

Let’s
build.

For AI systems, full-stack products, research collaborations, and ambitious technical ideas.