Dipansh Girdhar Email & Phone Number

New Delhi, Delhi, India

Worked on building AI-powered voice solutions for healthcare. Incubated at BITS Pilani (PILANI INNOVATION AND ENTREPRENEURSHIP DEVELOPMENT SOCIETY)Our solution - voice assistant for doctors is built upon state of the art speech and natural language understanding models which provides incredibly fast and accurate voice experiences. It is aimed to reduce the documentation time by Doctors and in the long run, provides structured and well-maintained E-healthcare records.

Gurugram, Haryana, India

Coding Ninjas is one of the leading Indian Ed-tech companies, aiming to train the next generation of developers and transform the way tech education is delivered. ● Introduced a more Data-Driven Culture at Coding Ninjas by providing important Business Insights driven by data and strengthened the core of the team with Lean Analytics methodologies. ● Set up the analytical reporting for different b2b clients all over India.● Hypothised and built a Lead Scoring Model by analyzing the pattern of tickets created by a user before and after order to build a model to predict order conversions.● Student Learning Pattern recognition to predict users who miss deadlines and created actionable to stop that.● Marketing Attribution to understand the impact of different marketing channels.● Customer Segmentation and Colleges segmentation.

Mumbai Area, India

Episource is a US-based Healthcare Data and Analytics Software company. Episource is an innovator and leader in healthcare solutions. The company has served some of the most recognizable Health Plans, Medical Groups and IPAs with one single mission: Simplifying Healthcare.● Worked on designing and building Clinical NLP engines to revamp medical coding workflows.● Implemented and Improved Named Entity Recognition(NER) Algorithms to extract different medical facets from Medical Charts.● Wrote production-grade highly maintainable code for multiple NLP and ML components.● Worked on varied NLP projects ranging between Named Entity Recognition, Information Retrieval, Spell Correction, Semantic Search and Text/Document Classification.Tools and Frameworks used:● Python (Pandas, spacy, Pytorch/ Tensorflow, scrapy)● Git● Elasticsearch● Docker● AWS EC2 ● Linux (Shell)

Gurgaon, India

Bengaluru Area, India

Circles.Life delivers a highly customizable mobile service (voice, data, roaming) that users can manage through the Circles Care app. Since the commercial launch in June 2016, it has become the fastest-growing telco in Singapore. Circles.Life uses data and technology to improve every vertical from telco, transit and paymentsWorked there as a software data engineer on developing, deploying, operating and managing a big data infrastructure. I work on projects covering data science (NLP, web-crawling), data engineering (ETL management, data processing) and data analysis (business reporting, front-end data visualisation).Tools:● SQL (MySQL)● Python (pandas, numpy, seaborn)● Spark (python pyspark)● Linux (shell)● Git● AWS s3 buckets (Simple Storage Service)● Metabase

Worked on developing a Feature Extraction Model and Question-Answer System fore-healthcare data by modifying GANs and BERT.

Noida Area, India

Worked on building a Recommendation System for a vehicle bidding website (AOL Online) where customers bid amounts to purchase second-hand vehicles. Used collaborative as well as Content based filtering techniques to build and host the recommendation engine on the platform.

Master Of Science By Research, Computer Science

Advanced NLP and Music Information Retrieval

Bachelor Of Technology (B. Tech.), Computer Science And Engineering

Activities and Societies: - Placement Ambassador, Captain - 🏸 Team of University, Awarded Mr. All-Rounder award in final year.

10 Cgpa

Activities and Societies: Headboy of the school (Class X: 2012-2013), Qualified for International Maths Olympiad (Top 500). Record.