Open to Summer 2027 Internships

Nishtha Sahani.

CS (AI) · Babu Banarasi Das University, Lucknow · Final Year · 2023–2027

GenAI Engineer & Full-Stack Developer. Shipping production-grade AI-powered applications end-to-end. Solo-built an LLM tool at IBM Bob Dev Day in under 48 hours. 1st-place hackathon winner.

CURRENTLY LEARNING → LangChain RAG Systems Docker System Design

↗ GitHub LinkedIn Download Resume

Projects Shipped

Hackathons

7.77

CGPA (Last Sem)

2027

Graduating

// 001 EXPERIENCE

Where I've Worked

Trainee — Pragati: Path to Future (Cohort 9)

Infosys Springboard

● Currently Active

Jul 2026 – Present

Remote · Lucknow

Selected for a flagship 12-week competitive women's upskilling program by Infosys Springboard — cohort covers AI, Data Science, NLP, and Cloud Computing
Hands-on training on production-grade AI/ML workflows with structured mentorship from Infosys engineers

AI / Data Science NLP Cloud Computing ML Pipelines

Data Science & AI Trainee

GRAStech (GRAS Education & Training Services Pvt. Ltd.)

Jun 2026 – Jul 2026

On-site · Lucknow

Completed a 90-hour industry-oriented training program covering the full ML/DL/NLP pipeline end-to-end
Delivered and deployed a capstone project using Streamlit/Flask with the full development workflow tracked on GitHub

Machine Learning Deep Learning NLP Flask Streamlit GitHub

// GitHub Activity

PUBLIC REPOS

12+

AI, full-stack & ML projects

TOTAL COMMITS

340+

Consistent contributor

LANGUAGES

Python · JS · TS · Java · HTML · CSS · SQL

CONTRIBUTION ACTIVITY — PAST 6 MONTHS

View full profile on GitHub →

// 002 SKILLS

Tech Stack

LANGUAGES

Core Languages

PythonJavaJavaScriptTypeScriptHTMLCSSSQL

AI & ML

Intelligence Layer

Prompt EngineeringGroq APIGemini APIRAGLangChainNLP (TF-IDF)Scikit-learnTensorFlowPandasNumPy

FRONTEND

UI Development

React.jsTailwind CSSStreamlitRechartsLeafletResponsive Design

BACKEND & APIs

Server Side

Node.jsFastAPIFlaskExpress.jsREST APIsVercel Serverless

DATABASES

Data Storage

Firebase FirestoreMongoDBPostgreSQLMySQLSQLite

CLOUD & DEVOPS

Platforms & Tools

GitGitHubVercel (CI/CD)RenderAWSOracle OCIStreamlit Cloud

CS FUNDAMENTALS

Core CS

DSA (LeetCode + GFG)OOPSystem DesignModular Architecture

// 003 PROJECTS

What I've Built

🏆 IBM Bob Dev Day Hackathon 2026 · Solo

⌥ GitHub ↗ Live App

AI Code Explainer

Explain · Comment · Summarize · Optimize · Debug — any code, any language, instantly

👤 Solo — Full-Stack · Prompt Engineering · Deployment · 48 hrs

Developers spend ~60% of their time reading code, not writing it. Paste or upload any codebase and Llama 3.3 70B (via Groq) delivers an instant structured breakdown. Built and shipped solo under hackathon conditions.

5 AI modes — Explain, Comment, Summarize, Optimize, Debug — each with a purpose-built system prompt engineered for consistent, structured output across 12 languages
Custom language-aware chunking algorithm: splits files by function/class boundaries via regex, merges small chunks, falls back to line-based splitting for oversized functions — handles real production codebases, not just snippets
Clean Flask REST API — single POST endpoint, validated inputs, structured JSON, graceful error handling for timeouts and auth failures; CORS configured for cross-origin deployment
React frontend on Vercel + Flask backend on Render — both live, zero credentials in the public repo; used IBM Bob for architecture review, unit tests, and security audit

Llama 3.3 70B5 AI modes12 languagesLive Vercel + RenderSolo · 48 hrs

ReactPythonFlaskGroq APILlama 3.3 70BPrompt EngineeringVercelRender

🎓 Full-Stack · Hackathon Build

⌥ GitHub ↗ Live

CampusConnect

Smart Campus Utility Platform — BBDU

A centralized campus platform unifying lost & found, notes sharing, and student collaboration. Owned end-to-end — UI design to serverless backend — built for real student workflows at BBDU.

Serverless backend: 7 Node.js Vercel Functions handling all platform operations; zero-config CI/CD — every GitHub push auto-deploys
Gemini API powering 3 AI features — semantic lost-item matching, automatic item categorization, and intelligent note summarization
Firebase Firestore for real-time data sync + Google OAuth for one-click auth across all modules
Zero-config CI/CD on Vercel — own the full lifecycle from design to deployment

3 AI features7 Vercel FunctionsReal-time sync

ReactNode.jsGemini APIFirebase FirestoreVercel ServerlessCI/CD

📊 ML Web App

⌥ GitHub ↗ Live App

SMS Spam Classifier

NLP Pipeline → Multi-model Evaluation → Deployed Web App

A complete NLP pipeline from raw SMS data to a deployed interactive classifier — built to demonstrate end-to-end ML engineering, not just model training.

NLP preprocessing pipeline: tokenization → stopword removal → TF-IDF vectorization on raw SMS data
Trained and evaluated multiple scikit-learn classifiers; selected best-performing model by precision and accuracy metrics
Deployed as an interactive Streamlit app — real-time spam/ham classification from user input

TF-IDF vectorizationMulti-model evalLive Streamlit

PythonScikit-learnNLP (TF-IDF)StreamlitPandas

🤖 AI System

⌥ GitHub

HRVerse

AI-powered Internal HR Assistant

Smart HR chatbot automating employee queries on leave, benefits, and company rules — with a modular architecture designed for LLM upgrade.

Rule-based + heuristic NLP pipeline across 5+ query categories; sub-200ms FastAPI backend
Zero-framework chat UI in vanilla JS — lean, fast, accessible
Modular architecture — designed for drop-in LLM swap without refactoring

PythonFastAPINLPJavaScript

🖥 Frontend

⌥ GitHub

Smart Expense Tracker

Interactive Financial Dashboard

Real-time expense categorization, Recharts visualizations, and LocalStorage persistence — zero backend, full clarity.

Full CRUD with multi-sort; Pie, Bar & Line charts via Recharts
LocalStorage persistence — data survives refreshes without any server

React.jsRechartsLocalStorage

🏆 INNVEDX · 1st Place

⌥ GitHub

Vedic Financial Engine

Modular Fintech Calculation System

EMI, SI, and CI calculator built with a modular Python package architecture — deployed live on Streamlit Cloud. 1st place at INNVEDX Hackathon.

Modular Python package per financial domain — clean, scalable, production-ready
Deployed on Streamlit Cloud — publicly accessible

PythonStreamlitStreamlit Cloud

📊 ML + Full-Stack · Team of 4

⌥ GitHub

Ship Trajectory Anomaly Detection

Maritime AI — Real-time AIS Data Monitoring

👤 My Role: GitHub Lead · Deployment · Integration · Architecture

End-to-end ML system detecting suspicious maritime activity (illegal fishing, smuggling, route deviations) from AIS data — live map dashboard with automated flagging.

Led GitHub strategy: branching, code review, and contributor onboarding for a team of 4
Coordinated ML model ↔ FastAPI backend ↔ React frontend integration; deployed both services live
Real-time anomaly map visualization using Leaflet/Mapbox

React.jsFastAPIScikit-learnPyTorchLeafletVercelRender

// 004 APPROACH

How I Work

Ship First, Refine Later

I prioritize a working version fast, then iterate. Hackathons trained me to deliver under pressure — a live product beats a perfect plan every time.

AI Code Explainer — 48 hrs solo INNVEDX — idea to deployment

Modular by Default

Every system is designed for change. Clean separation of concerns means swapping a rule-based NLP for an LLM doesn't require a rewrite.

HRVerse — LLM-ready arch Code Explainer — chunking pipeline

Collaborative & Structured

I take ownership of GitHub workflows, architecture docs, and team coordination. Clear branching and handoffs make team projects actually ship.

Ship Trajectory — GitHub Lead Team of 4 · live deployment

Real Users, Real Problems

I don't build for demos. Every project targets an actual use case — HR teams, campus students, developers reading unfamiliar code.

CampusConnect — BBDU students HRVerse — internal HR ops

// 005 ACHIEVEMENTS

Recognition

🚀 Hackathons & Competitions

🤖

IBM Bob Dev Day Hackathon 2026

IBM · "Turn ideas into impact faster using IBM Bob"

Built & deployed AI Code Explainer — Groq + Llama 3.3 70B, 5 AI modes, 12 languages, custom chunking algorithm
Shipped complete React + Flask product solo in under 48 hours — live on Vercel & Render
Used IBM Bob for architecture review, unit test generation, security audit, and documentation

⚡ Solo Entry — SoloCoders

🏆

INNVEDX Hackathon — 1st Place

BBD NIT, Babu Banarasi Das University · via Unstop

Built and deployed the Vedic Financial Compute Engine — modular fintech system, live on Streamlit Cloud
1st place — delivered from problem analysis to working deployment under time pressure

👤 Nishtha Sahani Sahil Gazi Jayati Mahato Priyanshu Kumar

🎓

CampusConnect — Hackathon Build

BBD Auditorium, Babu Banarasi Das University

Built a multi-module campus platform with Gemini AI, serverless backend, and Firebase under hackathon conditions
Designed for real student workflows — not a demo, a deployable product

🎓 Certifications

🪟

Microsoft AI Skills Fest 2026

Microsoft