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Shraddha
Tiwari

Building intelligent systems at the intersection of AI, data, and real-world impact. From ML pipelines to GenAI agents — I ship things that actually work.

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0 Projects Built
0 Learners Mentored
0 % Model Accuracy
0 + Hackathon Peers
Machine Learning◆ LangChain◆ FastAPI◆ Computer Vision◆ RAG Pipelines◆ AI Agents◆ Docker◆ NLP◆ TensorFlow◆ Open Source◆ MCP Servers◆ Streamlit◆ Machine Learning◆ LangChain◆ FastAPI◆ Computer Vision◆ RAG Pipelines◆ AI Agents◆ Docker◆ NLP◆ TensorFlow◆ Open Source◆ MCP Servers◆ Streamlit◆
01

About

I'm Shraddha Tiwari — an AI/ML engineer and Electronics & Communication student at KIET Group of Institutions (Batch 2024–2028), with a deep obsession for building systems that think.

My work spans the full ML stack: from classical supervised learning to large-scale LLM agents with RAG, MCP servers, and tool-calling. I'm especially drawn to GenAI applications, cybersecurity AI, and computer vision.

Beyond building, I believe in giving back — I mentor 40+ junior learners as ML Coordinator at Technocrats, and I contribute to open-source projects through GSSoC.

When I'm not writing Python, I'm exploring the edges of what AI can do — one project at a time.

AI/ML Engineering GenAI / LLMs Computer Vision NLP Speech AI AI Agents Open Source Backend Dev
2024 — 2028
B.Tech in Electronics & Communication
KIET Group of Institutions · Ghaziabad
Pursuing core engineering while independently specializing in Artificial Intelligence, Machine Learning, GenAI systems, and real-world product development.
June 2026 — Present
ML Lead
Technocrats Club
Leading the Machine Learning domain by organizing technical sessions, mentoring students, reviewing projects, and driving AI/ML initiatives across the club community.
Nov 2025 — May 2026
ML Coordinator
Technocrats Club
Mentoring 40+ learners in Python, EDA, and machine learning while guiding students through practical AI/ML project development.
Summer 2025
Open Source Contributor — GSSoC
GirlScript Summer of Code
Contributed production-ready AI/ML modules to open-source projects involving NLP, recommendation systems, and intelligent automation.
Hackathons
National Level Finalist
Hack The Hills · HackCBS 8.0
Finalist among top teams across national hackathons, building scalable AI-powered and problem-solving focused applications.
01

Resume

AI/ML Engineer Resume

Explore my complete experience in Artificial Intelligence, Machine Learning, GenAI systems, backend engineering, open-source contributions, hackathons, and production-grade AI projects.

AI/ML GenAI Backend Speech AI Computer Vision
View Resume Download PDF
02

Skills

Languages
Python
Java
Golang
SQL
C
AI & Machine Learning
Supervised Learning
Unsupervised Learning
Reinforcement Learning
Deep Learning
ANN / CNN / RNN
LSTM
Natural Language Processing
Transformer Fundamentals
Computer Vision
Generative AI
LLM Applications
Prompt Engineering
Embeddings
RAG Pipelines
Vector Search
LangChain
LangGraph
MCP Servers
AI Agents
Tool Calling
Backend Development
FastAPI
Pydantic
REST APIs
Go (net/http)
JWT Authentication
Middleware
Protected Routes
RBAC
Password Hashing
API Testing
Speech AI
Speech Recognition
Librosa
Text-to-Speech
Speech-to-Text
Voice AI Pipelines
Audio Processing
Frameworks & Tools
Scikit-learn
TensorFlow
OpenCV
Streamlit
Gin
Docker
AWS
JWT (golang-jwt)
bcrypt
03

Projects

{AI}
01
ArtificialX Studio
A containerized no-code enterprise ML workspace for training, evaluating, and exporting models on tabular data — without writing a single line of code. Dynamic inference engine generates real-time input forms.
Python FastAPI Scikit-learn Docker Streamlit
GitHub
RAG
02
ChatWithRepo
AI-powered GitHub codebase assistant using RAG with LangChain + ChromaDB and AST-aware code chunking. MCP server integration enables AI agents to search symbols, read files, and query codebases intelligently.
Python LangChain ChromaDB FastAPI MCP GitPython
GitHub
ATS
03
ResumeOPS
An AI-powered ATS resume analyzer delivering role-specific scoring, skill gap analysis, bullet rewriting, skill roadmap generation, active job recommendations, and downloadable PDF reports.
Python Streamlit LangChain LLM APIs NLP
GitHub
SHL
04
SHL Assessment Consultant
AI-powered assessment recommendation platform that intelligently maps candidate skills, job roles, and competencies to suitable SHL assessments using NLP-driven recommendation workflows.
Python NLP Streamlit FastAPI Machine Learning
GitHub Live Demo
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04

Experience

Nov 2025
Present
ML Coordinator
Technocrats — KIET Group of Institutions
  • Mentored 40+ junior learners in Python, exploratory data analysis, and machine learning fundamentals.
  • Guided students through end-to-end ML project lifecycle — from ideation to deployment.
  • Enabled successful completion and deployment of real-world ML projects by club members.
Jun 2025
Aug 2025
Open Source Contributor — GSSoC
GirlScript Summer of Code
  • Contributed production-ready ML features across two open-source projects during the summer cohort.
  • Achieved 96.7% accuracy on Fashion Tariff Prediction, deployed live on Streamlit Cloud.
  • Built Driver Drowsiness Detection system with 83% real-time accuracy using MediaPipe + CNN.
05

Achievements

🏆
Hack The Hills Finalist
Ranked top 25 out of 200+ teams at IIIT Una for a farmer-focused equipment rental & service platform.
🥈
HackCBS 8.0 Finalist
Ranked among top teams out of 1,000+ participants nationwide at one of India's largest collegiate hackathons.
🌐
GSSoC Contributor
Selected contributor for GirlScript Summer of Code, shipping ML features with measurable accuracy benchmarks.
🎯
96.7% Model Accuracy
Fashion Tariff Prediction system deployed to production with industry-grade accuracy on Streamlit Cloud.
🤖
Robocon Stage 1 Qualifier — Score: 93/100
Served as an ML Tech Stack member in the Robocon team, developing a machine learning model for real-time detection of authentic and fake symbols to support autonomous robot navigation and intelligent decision-making systems.
06

Contact

Let's build something remarkable.

Open to internships, research collaborations, open-source projects, and full-time AI/ML roles. Always happy to connect with fellow builders.