Manikanta

AI Engineer & Full Stack Engineer

Building the intelligent web one model at a time.

I'm Manikanta darapureddy — an ​shipping production AI SaaS and end-to-end web products from idea to scale.

View Services
0+ downloads
Manikanta darapureddy
About

A builder at the edge of AI and the web.

agent.py
from langchain.agents import create_agent
from openai import OpenAI
import pinecone

# Initialize RAG & Agent
index = pinecone.Index("genesis")

agent = create_agent(
  model="gpt-4o",
  tools=[search, code_exec, vector_store],
  system="You are Manikanta's AI."
)

agent.run("ship a startup.")

I design and ship intelligent products — from RAG pipelines and ML systems to polished MERN front-ends. My favorite zone is where elegant UI meets deep AI infrastructure.

  1. 2022–2026

    B.Tech in CSE (AI & Data Science)

    BVCE. Specializing in real-time intelligent systems, LLMs, and RAG pipelines.

  2. 2020–2022

    Intermediate (MPC)

    Educare Junior College. Built a strong foundation in Mathematics, Physics, and Chemistry.

  3. 2020

    Secondary School Certificate

    Educare E.M School.

Stack

Tools I use to build intelligent products.

Language95%
Python
Language90%
HTML, CSS, JS
Language85%
Java
Framework92%
Next.js & React
Framework85%
Flask
Framework88%
TensorFlow
Framework86%
Keras
Framework85%
MediaPipe
Platform90%
MongoDB
Platform80%
Azure
Tools85%
Docker
Tools82%
CI/CD
AI/ML95%
LLMs & RAG
AI/ML90%
Computer Vision
AI/ML88%
Deep Learning
Language85%
SQL
Selected work

Products, models and platforms I've shipped.

Face Recognition Attendance
AI/ML · SaaS

Face Recognition Attendance

Automated attendance tracking with real-time facial recognition, liveness detection, and an AI-powered RAG assistant.

Next.jsMongoDBFace-api.jsResNetRAG
Vision AI Detection Platform
Computer Vision

Vision AI Detection Platform

Real-time visual detection pipeline for object tracking, face landmarks, and driver drowsiness monitoring.

Next.jsMediaPipeCOCO-SSDRAG
SVECW Campus AI Assistant
GenAI · RAG

SVECW Campus AI Assistant

Intelligent RAG-based knowledge base for automated document ingestion, context-aware retrieval, and RBAC.

Next.jsGPT-4oLangChainPinecone
Drive Safe AI
Computer Vision

Drive Safe AI

Driver safety monitoring system using head pose estimation, EAR, and PERCLOS to detect fatigue and distraction.

Next.jsMediaPipe468 Face Mesh
Multi-Modal AI Chatbot
GenAI · NLP

Multi-Modal AI Chatbot

Conversational agent capable of processing text, audio, and visual inputs with contextual memory.

PythonOpenAIFastAPIReact
Deepfake Detection
Deep Learning

Deepfake Detection

Advanced CNN architecture to classify authentic vs manipulated media using spatial and frequency analysis.

Next.jsHugging FaceTransformers
Kidney Stone Detection
Medical AI

Kidney Stone Detection

Medical imaging classifier analyzing CT scans for kidney anomalies with explainable AI outputs.

Next.jsMLPTensorFlow
Diabetes Risk AI
Predictive ML

Diabetes Risk AI

Ensemble machine learning pipeline predicting diabetes risk factors based on clinical health records.

Next.jsEnsemble LearningScikit-Learn
Cat vs Dog Classification
Deep Learning

Cat vs Dog Classification

This project builds an image classification model using a Convolutional Neural Network (CNN) in TensorFlow and Keras to distinguish between cats and dogs.

HTMLFlaskTensorFlowKerasCNN
Explore more projects
Credentials

Validated expertise in systems and analytics.

ServiceNow

Certified System Administrator (CSA)

Issued 2025

Configuration, administration, user governance, automated workflows, and system maintenance of the ServiceNow enterprise platform.

ServiceNow

Certified Application Developer (CAD)

Issued 2025

Designing, developing, testing, client-side/server-side scripting, custom application deployment, and integrations on the ServiceNow platform.

IBM

IBM Data Analyst

Issued 2025

Data modeling, statistical analysis, spreadsheet auditing, SQL querying, and analytical dashboard visualization pipelines.

IBM

Data-Driven Decisions with PowerBI

Issued 2025

Business intelligence modeling, ETL processes, DAX expression writing, and interactive visual dashboard storytelling using PowerBI.

IBM

Python for Data Science & AI Development

Issued 2025

Core Python structures, functional pipelines, logic flows, RESTful API consumption, and data engineering with Pandas and NumPy.

IBM

Data Visualization with Python

Issued 2025

Building highly interactive dashboard charts, geographic maps, and complex datasets utilizing Matplotlib, Seaborn, and Folium.

Experience

A short, fast trajectory.

2024 — Present

AI & Web Developer

Independent & Open Source
  • Built robust RAG search engines for dynamic document querying
  • Designed real-time face detection models with MediaPipe
  • Developed backend APIs using FastAPI and PostgreSQL
2023 — Present

Full-Stack Web Developer

Freelance
  • Built responsive MERN stack web applications and portals
  • Integrated LLM chat APIs and intelligent tool structures
  • Collaborated with clients to turn designs into live platforms
2022 — 2024

Student AI Researcher

Open Source & University
  • Published kidney-stone CT classifier using deep CNNs
  • Built predictive diabetes analysis web platforms
  • Mentored juniors in machine learning concepts and React
Contact

Let's build something intelligent together.

Whether it's an AI feature, an MVP, or a full product — I'm open to freelance work, founding-engineer roles, and collaboration.

Hyderabad, India•12:15 PM (GMT+5:30)
View on Google Maps