MANDAVI SINGH
0%
ML Intern Hybionics · Fall Detection
Convolve 4.0 Semi-Finalist · Pan-IIT
SmartStudy AI Gemini 3 Pro
IIT Guwahati CGPA 7.62
Oracle Cloud AI Foundations Associate
LTID Tokyo AI Engineer Intern
Open to Opportunities AI · Research · Industry
ML Intern Hybionics · Fall Detection
Convolve 4.0 Semi-Finalist · Pan-IIT
SmartStudy AI Gemini 3 Pro
IIT Guwahati CGPA 7.62
Oracle Cloud AI Foundations Associate
LTID Tokyo AI Engineer Intern
Open to Opportunities AI · Research · Industry
Portfolio 2025–26 · Data Science & AI
Mandavi
Singh

2 internships. 20+ projects. IIT Guwahati.
ML Intern at Hybionics (fall detection) & AI Engineer at LTID Tokyo — building deep learning, NLP, and intelligent systems.

she/her·IIT Guwahati· CGPA 7.62·Roll 23035010823·Open to Opportunities
Profile Photo
AI Confluence 2024IIT Guwahati · DS&AI
she/her
Active Internship
ML Intern
Hybionics (Remote) · Feb 2026 – Present
AI Engineer Intern
LTID · Tokyo, Japan · Oct 2025 – Mar 2026
2
Internships
20+
Repos
7.62
CGPA
9+
Certs
01
Experience

Where I've worked

01
Machine Learning InternLive
Hybionics (Remote)
Feb 2026 – Present
  • Deep learning–based fall detection on SisFall dataset
  • Designed & trained CNN and LSTM on sensor time-series
  • Optimizing recall & F1 to minimize missed fall events
CNNLSTMSisFallTensorFlowHealthcare AI
02
AI Engineer Intern
LTID · Tokyo, Japan (Remote)
Oct 2025 – Mar 2026
  • SNS-based agriculture prediction using social & environmental signals
  • Built ML models for agricultural trend forecasting
  • Designed AI agents for automation & decision support
  • Research, testing & technical documentation
PythonAI AgentsMLAgriculture AI
03
Campus Ambassador
Techniche · IIT Guwahati
Aug 2025 – Present
  • Representing IIT-G's flagship tech fest campus-wide
  • Promoting technical events & student outreach
LeadershipEvents
04
Coordinator
Literary Club · IIT Guwahati
Mar 2025 – Present
  • Organizing literary & creative events for IIT-G community
  • Communication, coordination & team leadership
CoordinationEvents
02
About

Who I am

I'm Mandavi Singh, a 2nd-year Data Science & Artificial Intelligence student (BSc Hons., CGPA 7.62) at IIT Guwahati. My journey began with a BSc in Mathematics from Patna University, building the quantitative foundation I now apply to ML and AI systems.

"Building systems that learn is the closest thing to teaching a machine to think — and I find that extraordinary."

Currently interning as an ML Intern at Hybionics, building safety-critical fall detection using CNN and LSTM. Previously, I was an AI Engineer at LTID (Tokyo, Japan) — SNS-based agriculture prediction and AI agent development.

My portfolio covers NLP, computer vision, GenAI, time series and finance. Competed at Convolve 4.0 (Semi-Finalist), FEC IIT Kharagpur, Summer Analytics (Excellence). 20+ public GitHub repos.

Outside code: Literary Club Coordinator & Techniche Campus Ambassador at IIT-G. Strong engineers are also strong communicators — I aim to be both.

Profile Photo
AI Confluence 2024 · IIT Guwahati
Profile
NameMandavi Singh
Pronounsshe/her
InstituteIIT Guwahati
CGPA7.62 ★
IIT Emails.mandavi@op.iitg.ac.in
LinkedInin/mandaviofficial
StatusOpen to Work
03
Technical Skills

What I know

Programming
PythonTypeScriptRCJavaSQL
Machine Learning
Scikit-learnXGBoostRandom ForestSVMGridSearchCV
Deep Learning
TensorFlowKerasPyTorchCNNLSTM/GRUYOLO
NLP & GenAI
NLPLLMs/GPTGemini APIAI AgentsSentiment Analysis
Data & Visualization
PandasNumPyMatplotlibSeabornPlotlyPower BI
Tools & Platforms
StreamlitOpenCVJupyterGitMATLABGoogle Colab
04
Projects

What I've built

Internship · Featured
Fall Detection via Deep Learning
Safety-critical healthcare AI at Hybionics. CNN + LSTM on SisFall IMU sensor data — classifying fall vs non-fall activity, recall-optimized to protect lives in elderly care.
CNNLSTMSisFallTensorFlowHealthcare AITime Series
Problem
Falls injure elderly patients daily. Models need maximum recall — missing a real fall is far costlier than a false alarm.
Approach
Preprocessing: windowing & normalization. CNN extracts spatial features, LSTM handles temporal patterns. Evaluated with ROC-AUC, F1 & confusion matrix.
Key Learning
In safety-critical AI, recall > accuracy. Threshold tuning to strongly penalize false negatives is essential design.
Active · Hybionics · Feb 2026 – Present
02
Python · LTID
SNS-based Agriculture Prediction
ML models predicting crop yield from social & environmental signals for LTID PS-6 with Streamlit UI .
Agriculture MLLTID PS-6Streamlit
LTID Internship · 2025
03
TypeScript
SmartStudy AI Assistant
Gemini 3 Pro transforms PDFs into smart notes, flashcards, mind maps & quizzes.
Gemini APITypeScriptGenAI
Dec 13, 2025
04
Python
Arogya Mitra — Health AI
Disease prediction from symptoms. Random Forest + SVM + Gemini Pro with Streamlit UI.
Gemini APIHealthcareStreamlit
Jul 29, 2025
05
Jupyter · Live
Dynamic Parking Pricing
Smart pricing based on congestion & availability. 3 models. Live on Streamlit.
RegressionStreamlit
Jul 8, 2025
06
Jupyter
Age Group Classification
Adult vs Senior — SVM, XGBoost, GridSearchCV, class imbalance, F1-optimized.
SVMXGBoostHackathon
Jul 1, 2025
07
Jupyter
Breast Cancer Detection
Random Forest + SVM classification. Recall-optimized for safer medical diagnosis.
Random ForestSVMMedical ML
Feb 19, 2025
08
Jupyter
Hotel Booking Analysis
KPI analysis — occupancy, revenue, cancellations. Python + Power BI.
EDAPower BI
Jun 25, 2025
09
Jupyter · IIT-KGP
Quantitative Finance
Bankruptcy Prediction & Credit Risk for FEC IIT Kharagpur.
Finance MLFEC IIT-KGP
Jun 24, 2025
10
Jupyter · Kaggle
Cats vs Dogs CNN
TensorFlow CNN with augmentation & dropout on Kaggle dataset.
CNNTensorFlow
Jul 31, 2025
05
Education

Where I learned

BSc (Hons.) — Data Science & Artificial Intelligence
Indian Institute of Technology (IIT) Guwahati
2023 – 2027 (Expected) · 4th Semester
CGPA
7.62
Key Courses
Linear AlgebraProbabilityStatisticsOptimizationMachine LearningDeep LearningRDBMSTime SeriesDSAEconometricsPythonR
Academic History
BSc Hons. DS&AI
IIT Guwahati
7.62 CGPA
2023–27
BSc Mathematics
Patna University
67.1%
2020–23
Senior Secondary
S.G.G.S College
76.8%
2017–19
06
Certifications & Competitions

What I've earned

🏅
Convolve 4.0 — Semi-Finalist
Pan-IIT AI/ML Hackathon · IIT Guwahati
☁️
Oracle Cloud Infrastructure 2025
AI Foundations Associate · Oracle
📈
Summer Analytics 2025
Certificate of Excellence · IIT Guwahati
⏱️
Time Series Analysis 2025
C&A Club · IIT Guwahati
🌩️
AWS ML Foundations
Amazon Web Services Educate
Generative AI with AWS
Udacity × AWS
📊
Data Analytics Simulation
Deloitte Australia × Forage
📉
Data Visualisation Simulation
Tata × Forage
🔢
MATLAB Onramp
MathWorks
Infosys Springboard → ML FoundationDeep LearningGenerative AIGPT & LLMsAgile ScrumRPA
07
Hackathons & Activities

How I compete

01
Pan-IIT · IIT Guwahati · Semi-Finalist
Convolve 4.0 — AI/ML Hackathon
Reached Semi-Finals in the flagship Pan-IIT AI/ML hackathon. Built competitive ML solutions alongside participants from IITs across India.
02
Competition · Summer 2025 · IIT-G
Summer Analytics 2025 — Certificate of Excellence
Earned Certificate of Excellence in Summer Analytics by IIT-G's Consulting & Analytics Club. Outstanding performance across two hackathon rounds.
03
Conclave · 2024 · IIT Guwahati
HackConclave'24 — Research & Industry
Participated in IIT-G's Research & Industry Conclave engaging with AI researchers and industry leaders.
04
Cross-IIT · IIT Kharagpur · 2025
FEC IIT-KGP — Quantitative Finance
Submitted Bankruptcy Prediction & Credit Risk projects to Finance & Economics Club at IIT Kharagpur.
08
Contact

Let's connect

Open to
great work.
2 internships. 20+ projects. Convolve Semi-Finalist. Seeking research & industry internships and entry-level AI roles. Let's build something great.