Rajiv Kumar
@rajivkumar
ML Engineer at Idfy (Crimecheck)
Banglore
Rajiv Kumar is a Data Scientist and ML Engineer with approximately three years of industrial experience in predictive modeling, NLP, and deep learning. He is proficient in Python, PyTorch, and SQL, with a track record of deploying machine learning solutions at scale on GCP. Rajiv has successfully developed legal chatbots and optimized search systems for large-scale databases.
Experience
ML Engineer
Idfy (Crimecheck)
Improved and integrated a machine learning model for unstructured Indian names and address comparison in a case search system on top of Elastic Search. Reduced latency of ML application by 46% through library upgrades and code structuring. Integrated Gender Prediction model using LSTM. Developed Legalbot by fine-tuning OpenHermes-2.5-Mistral-7B for legal queries. Developed an API for Act and Section Standardization with 96.2% accuracy.
Data Scientist
Newgen
Created API for recommendation system to output trending and popular items. Mapped items to similar items using ResNet and GPT encoders to solve cold start problems. Created Bought Together solution using SVD. Developed Random Forest models for predicting Churn Probability and calculated loan-application risk.
Full Stack Developer
Beehyv
Worked on enhancements and development of 'AAKASH' institute website using HTML, CSS, Bootstrap, and Java. Developed an internal app to maintain employee metrics using Angular.
Education
University of Hyderabad
PG Diploma
Machine Learning
IIT ISM Dhanbad
BTech
Electronics and Communication
Licenses & Certifications
Udacity Nanodegree in Computer Vision
Udacity
Docker certification
KodeCloud