AR
Account Verified
Proof-of-Work Verified

Ananya Reddy

Data Scientist & ML Engineer

Data scientist turning messy data into actionable insights. Python, TensorFlow, and SQL. Published researcher in NLP.

Verifications

Account Verified
Proof-of-Work Verified

Developer Profile

Languages

Python
R
SQL
Julia

Frameworks

TensorFlow
PyTorch
scikit-learn
Hugging Face

Tools

Jupyter
MLflow
Weights & Biases
DVC
ananyareddy
6+ years experience

Projects

hindi-bert-sentiment

Fine-tuned BERT model for Hindi sentiment analysis with 94% accuracy on social media text

Python
PyTorch
Hugging Face
NLP
1450210

hindi-bert-sentiment

Fine-tuned BERT model for Hindi sentiment analysis with 94% accuracy on social media text

Python
PyTorch
Hugging Face
NLP
1450210

indic-ner-dataset

Annotated NER dataset for 8 Indian languages with training scripts and evaluation benchmarks

Python
spaCy
Datasets
NLP
620140

indic-ner-dataset

Annotated NER dataset for 8 Indian languages with training scripts and evaluation benchmarks

Python
spaCy
Datasets
NLP
620140

mlops-pipeline-template

End-to-end MLOps pipeline with DVC, MLflow, and GitHub Actions for reproducible ML experiments

Python
MLflow
DVC
Docker
78095

mlops-pipeline-template

End-to-end MLOps pipeline with DVC, MLflow, and GitHub Actions for reproducible ML experiments

Python
MLflow
DVC
Docker
78095

Experience

Flipkart

Senior Data Scientist

Flipkart
HR Verified
Apr 2022 - Present(3 yrs 11 mos)Bangalore, India
Full-time
Hybrid

Building NLP models for product search and recommendation systems serving 200M+ users.

  • Improved search relevance by 28% using transformer models
  • Published paper at ACL 2024 on multilingual e-commerce NLP
Python
PyTorch
TensorFlow
Spark
SQL
Microsoft Research

Research Intern

Microsoft Research
Company Email
May 2021 - Dec 2021(7 mos)Bangalore, India
Internship
On-site

Researched low-resource language models for Indian languages at MSR India lab.

  • Co-authored paper on Hindi-English code-switching NLP
Python
PyTorch
Hugging Face
NLP
Mu Sigma

Decision Scientist

Mu Sigma
Jul 2019 - Apr 2021(1 yr 9 mos)Bangalore, India
Full-time
On-site

Built predictive models for Fortune 500 retail clients to optimize pricing and inventory.

  • Increased forecast accuracy by 22% for top retail client
Python
R
SQL
Tableau

Work Samples

Templates

Services & Pricing

ML Model Consultation

Evaluate your ML pipeline and model performance

₹7,000 / Half day
  • Model architecture review
  • Data pipeline assessment
  • Performance benchmarking
  • Improvement roadmap
Popular

Custom ML Solution

End-to-end ML model development from data to deployment

₹40,000 / 4-8 weeks
  • Data analysis
  • Model development
  • Training pipeline
  • Deployment
  • Monitoring setup
  • Documentation

Testimonials

Ananya is one of the most brilliant data scientists I have mentored. Her NLP research on multilingual models is pioneering work that has real-world impact at scale.

PR

Prof. Srinivas Rao

Professor, IISc Bangalore

via Direct

Ananya improved our search relevance by 28% which directly translated to increased revenue. Her ability to go from research paper to production model is rare and valuable.

MJ

Meghna Jain

Head of Data, Flipkart

via LinkedIn

Brilliant researcher with strong engineering skills. Our joint paper at ACL was largely driven by Ananya's innovative approach to cross-lingual transfer learning.

DB

Dr. Rakesh Bansal

Research Scientist, MSR India

via Email
Scan to verify

Scan to verify

PROOFID VERIFIED

Identity Code

PFID-An6R-Yq4U

Scan the QR code or enter this code at proofid.in/verify to confirm this identity.