Jalem Raj Rohit

About Jalem Raj Rohit

Authored two books and a video lesson on ML and serverless engineering (Details in my exp. with Packt below)• Open-source: Tinkers around in Julia, Go, R and Python (https://github.com/Dawny33)• World #4 and Diamond moderator of StackOverflow • Founding member of Pydata Mumbai and Pydata DelhiKeywords: Python, R, Julia, Go, Scala, Machine Learning, Distributed Systems, Big Data • Talks (https://speakerdeck.com/dawny33): 1. The 1960s elegance behind Go\'s regexp (FOSS Asia, Singapore 2017) 2. Understanding Serverless Architecture (Pycon Taiwan 2017) 3. Linear Regression - The good, the bad and the untold (PyData Delhi 2017) 4. Getting into Data Science (Guest talk at Pydata Raipur, Naya Raipur)5. Machine Learning Workshop (2hrs; Naya Raipur)6. Lessons learned from building serverless distributed systems (DevOps Days India 2017) 7. Machine Learning Workshop (5.5hrs, Miles India Camp 2017 http://miles.camp/)8. Lessons learned from building serverless distributed systems (Velocity Conf. London 2017)

Experience

1. Senior Engineering Manager - Machine Learning

   Paisabazaar

   Jul 2023 — Present · Gurugram, IN

   AVP - TechnologyHeads the ML and AI capabilities. Responsible for Applied AI, MLOps, and research. Domains of research in the ML group: Audio/Speech ML, Document Intelligence, risk/fraud and language models- Launched a user-facing GenAI-powered chatbot for premium users that can answer questions about their credit report and give personalized recommendations on how to improve their credit health and mix- Launched an internal speech-to-text system that uses an in-house fine-tuned ASR model and language models for auditing all sales calls for compliance. Resulting in 100% call monitoring across call center ops ensuring compliance and mitigating fraud. Resulting in a 61% reduction in DNC complaints due to real-time DNC detection and call restrictions- Launched an AI-generated video explainer/guide for all premium customers on their credit health and how to improve it. Powered by in-house fine-tuned text-to-speech model. Resulting in 7-10% increase in lead conversion- Driving agent, training and business productivity + conversion by leverage insights and signals from calls- Driving org-wide AI adoption - achieving overall >50% speed-up in product development including frontend dev

Education

• Ascent Junior College

  High School, PCM

  2009 — 2011

• Indian Institute of Technology Jodhpur

  Bachelor of Technology - BTech, Systems Science

  2011 — 2015

• Stoa

  Master of Business Administration - MBA, Bootcamp

  2021

Skills

• Public Speaking
• Gamification
• Microsoft Office
• Mongodb
• Machine Learning
• Javascript
• Html 5
• Windows
• C++
• Sql
• Linux
• Python
• Css
• Photoshop
• Gnu Octave
• Ni Labview
• Data Analysis
• Html Scripting
• Databases
• Html
• Artificial Intelligence
• Matlab
• C
• Programming
• Microsoft Excel
• R