Hi, my name is

Narasimha Reddy
Kasarla.

I build

Machine Learning Engineer & Full-Stack Developer crafting intelligent, production-grade software — from quantitative risk engines and NLP systems to end-to-end web applications that people actually use.

View my work Get in touch
narasimha@portfolio ~ zsh

$ whoami

ml-engineer & full-stack developer

$ ls ~/skills

python pytorch fastapi react
sql docker kubernetes rag/llms

$ cat status.txt

▸ open to opportunities & collabs

$

scroll
01.

About Me

I'm an engineer who enjoys the whole journey — from a rough idea on a whiteboard to a deployed system serving real users. My work sits at the intersection of machine learning and full-stack engineering: I've built quantitative risk toolkits, NLP-driven document analysis platforms, recommendation systems, and the web applications that put them in people's hands.

I've trained through Stanford's Deep Learning Specialization (Andrew Ng), Angela Yu's Full-Stack bootcamp, and professional DevOps & Data Science certifications — and I sharpen all of it in hackathons, where shipping fast under pressure is the whole game.

0+ Projects built
0 Certifications
0+ Hackathons

Languages

PythonJavaScript TypeScriptSQL RC++

ML & Data

PyTorchTensorFlow Scikit-learnNLP RAG / LLMsPandas Time SeriesStreamlit

Web & Backend

ReactNode.js FastAPIExpress PostgreSQLMongoDB

DevOps & Tools

GitDocker KubernetesJenkins SeleniumCI/CD
02.

Things I've Built

Market Risk Analytics

Quantitative finance toolkit with Black-Scholes option pricing, Monte Carlo Value-at-Risk, and historical stress testing — wrapped in an interactive dashboard.

  • Python
  • NumPy
  • Monte Carlo
  • Streamlit

AI-DPR Analysis System

AI-powered analysis of Detailed Project Reports for Indian government projects — NLP pipelines for quality scoring and risk prediction on a PostgreSQL backend.

  • Python
  • NLP
  • PostgreSQL
  • ML

Loan Servicing Console

Models day-to-day loan operations: an accrual & repricing engine, invoicing with reconciliation, a document/risk dashboard, and a full audit trail.

  • Python
  • Finance
  • Dashboards
  • Auditing

SAP P2P Simulator

Procure-to-pay simulator of the SAP MM flow — purchase requisition to PO to goods receipt to invoice, with three-way match validation.

  • FastAPI
  • SQLAlchemy
  • Python
  • ERP

RAG from Scratch

Retrieval-augmented generation built from first principles — document chunking, embeddings, vector search, and grounded LLM answers with no framework magic.

  • Python
  • LLMs
  • Embeddings
  • Vector Search

ML Training Visualizer

Real-time visualization of model training — watch loss curves, metrics, and learning dynamics stream live into a Streamlit dashboard.

  • Python
  • Streamlit
  • ML Ops
  • Realtime

Other noteworthy projects

CroppredAI crop prediction assistant for Indian farmers
Music RecommenderML-based Telugu music recs with Spotify playback
Agro-AlertWeather, pest & scheme alerts for farmers
Blog EditorRich blog editor with full CRUD, in TypeScript
FactcheckNLP-powered fact-checking for news & claims
View all reposExplore everything else on my GitHub
03.

Certifications & Learning

Deep Learning Specialization

Stanford / Andrew Ng · Coursera

Neural networks, CNNs, RNNs, optimization, and structuring real ML projects.

Full-Stack Web Development

Angela Yu · Udemy

Complete bootcamp: HTML/CSS, JavaScript, Node.js, React, REST APIs, and databases.

DevOps Engineering

Simplilearn

Git, Jenkins CI/CD pipelines, Kubernetes orchestration, and Selenium automation.

Data Science with R

Simplilearn

Statistical modeling in R with ARIMA and time-series analysis for research work.

04.

Get In Touch

Let's build something
worth shipping.

I'm open to ML engineering and full-stack roles, freelance work, and interesting collaborations. If you have a problem that needs intelligent software — or just want to talk shop — my inbox is always open.