Darshan Majithiya Email & Phone Number

Pune, Maharashtra, India

- Developing predictive models with Enlyft’s database to generate customer propensity scores, aiding in targeted prospecting.- Automated generation of analytical reports for buying signals & job postings, streamlining processes and delivering actionable insights.

- Developed a Bin Recommendation Engine for 20 warehouses, optimizing bin assignments and reducing distance by 8-12% and TAT by 35%.- Implemented an async service with Kafka and Redis.- Built a Diagnostic Test/Profile Recommendation Engine with 78% accuracy for Top 10 and 85% for Top 5 in test set.- The Scheme Prediction Engine, using Auto-ARIMA, forecasted procurement schemes for 3 months, improving margin by 10.7%.- Implemented a Warehouse Zoning Simulation module to optimize binning, improving efficiency by 25% to 40% without affecting picking turnaround time.

Pune Area, India

- Worked with stakeholders to understand the requirements and translate the Business Objective to Machine Learning problems.- Built a Session-based Recommendation Engine using Apriori Algorithm for e-commerce platform based on Historical and Streaming Click-stream data to provide real-time recommendations using AWS Lambda, EC2, DynamoDB, and Redshift. This boosted CTR by 11%.- Built a Subscription Plan Prediction Model using XGBClassifier for a cloud-based video editing platform using click-stream data with 3000+ columns and deployed it on AI Platform. Performed Data Preparation tasks using Dataflow and SQL. Orchestrated the end-to-end model pipeline using Cloud Composer.- Built a Scrap Classifier PoC using Mask R-CNN to identify the heavy, light, and unwanted scrap.- Developed end-to-end Video Transcription Web Service on top of Google Cloud’s Speech-to-text API. The output of this service was fed into models deployed on the AI Platform for analysis.- Architected Data Solutions on GCP using Dataflow, Cloud Composer, AI Platform, BigQuery, Cloud Functions, and App Engine.Experimented with: - GCP: Translate API, Natural Language API, AutoML Vision, Vision API OCR, Task Queue, Recommendation AI, Doc AI- AWS: Personalize, Sagemaker, Transcribe

Pune, Maharashtra, India

- Developed a chatbot using Google Cloud's DialogFlow with the capability to handle dynamic requests using webhook and deployed it on Google Cloud's App Engine Standard Environment.- Coded various Data Cleaning functions using Pandas.- Deployed Model APIs on AWS Lambda.

Anand

Designed, Developed, and Deployed a responsive website for an event - NSGC'19 (National Symposium on Green Chemistry 2019) using PHP, jQuery, and Bootstrap 4.

Vadodara Area, India

Summary - Designed & Developed Database and Admin Dashboard for E-commerce platform using CakePHP 3.6 framework, jQuery, MySQL, and Bootstrap 3.Roles & Responsibilities- Understanding the CakePHP framework.- Working with the Web Development team for feature/subfeature implementation.- Implemented various functionalities such as Dispatch order, Order Delivery, Cancel Order, Admin-Role Mapping, Invoice Generation, and other related CRUD operations.- Performing manual application testing.

Executive Programme In Algorithmic Trading - Epat

Bachelor Of Engineering - Be, Information Technology

Education record