Avijit Roy

Associate Partner

Bengaluru, Karnataka, India8 yrs 1 mo experience

Key Highlights

  • Led curriculum advancements in data science education.
  • Developed LLM-based resume reviewer enhancing job applications.
  • Created recommendation models optimizing pharmaceutical sales.
Stackforce AI infers this person is a Data Science and Machine Learning expert with a focus on education and healthcare.

Contact

Skills

Core Skills

Data ScienceMachine LearningNatural Language Processing

Other Skills

LLMCurriculum DevelopmentMentorshipTeachingRecommendation SystemsText-to-SQLData AnalysisDeep LearningBERTSparkAzure Machine LearningData WranglingReact.jsNode.jsMongoDB

About

At the forefront of data science education, as Lead Data Science Instructor, I've championed curriculum advancements and launched a cutting-edge LLM-based resume review project. My efforts have notably enhanced the job application quality for our students. Alongside, I've cultivated a team of remote instructors, equipping them with the tools and insights to excel in delivering top-tier educational experiences. My tenure as a Data Scientist at Akaike Technologies was marked by the creation of a sophisticated recommendation model to boost pharmaceutical sales. It's been an enriching journey from obtaining a Master's in Computer Science at IIT Kanpur to shaping the future of education and healthcare through data science and machine learning.

Experience

8 yrs 1 mo
Total Experience
1 yr 4 mos
Average Tenure
1 yr 2 mos
Current Experience

Jpmorganchase

Assistant Vice President

Mar 2025Present · 1 yr 2 mos · Bengaluru, Karnataka, India · On-site

Scaler

2 roles

Remote Instructor

Dec 2024Mar 2025 · 3 mos · Bengaluru, Karnataka, India · Remote

Lead Data Science Instructor

Nov 2023Dec 2024 · 1 yr 1 mo · Bengaluru, Karnataka, India · Remote

  • As a Lead Data Science Instructor, I have spearheaded numerous initiatives aimed at enhancing our curriculum and fostering a robust learning environment for our students. One of my notable achievements includes leading the development of an innovative LLM-based resume reviewer project. This project leverages Large Language Models (LLMs) to automatically review and provide feedback on resumes, significantly improving the quality of job applications for our students.
  • In addition to project leadership, I have trained and mentored remote instructors, ensuring they possess the necessary skills and knowledge to deliver high-quality education. My role also involved directing the design and overhaul of several Machine Learning modules, incorporating the latest industry trends and technologies to keep our curriculum cutting-edge. Over my tenure, I have delivered more than 300 hours of live Machine Learning classes, providing hands-on, practical instruction to enhance student understanding and engagement.
  • Part of my responsibilities also included conducting interviews for potential instructor roles, selecting top talent to join our teaching team. I have had the privilege of guiding over 8,000 students towards successful careers in Machine Learning and Data Science, offering personalized support and mentorship to help them achieve their career goals. Additionally, I organized and conducted Masterclasses to reach a broader audience beyond Scaler, sharing expert insights and advanced knowledge in Data Science and Machine Learning.
  • My role at Scaler has been incredibly rewarding, allowing me to contribute to the professional growth of thousands of aspiring data scientists and machine learning engineers. I am passionate about education and committed to staying at the forefront of the field to deliver the best learning experiences possible.
Data ScienceMachine LearningLLMCurriculum DevelopmentMentorshipTeaching

Stealth startup

Freelance Data Scientist

Dec 2024Mar 2025 · 3 mos · Asansol, West Bengal, India · On-site

Newton school

Data Science Instructor

Sep 2023Sep 2023 · 0 mo · Bengaluru, Karnataka, India · Remote

  • At Newton School, I taught deep learning part-time, focusing on delivering comprehensive lessons through hands-on projects and interactive methods. I ensured students gained both theoretical knowledge and practical skills, fostering a deep interest in the field. Providing personalized guidance and mentorship, I supported students in achieving their career goals in AI and deep learning. My role aimed to create an engaging learning environment where students could develop critical thinking and problem-solving abilities.
Deep LearningMachine LearningTeaching

Akaike technologies

Data Scientist

Apr 2023Oct 2023 · 6 mos · Bengaluru, Karnataka, India · On-site

  • At Akaike Technologies, I am working as a Data Scientist with a focus on medical data. My role involves building sophisticated models to recommend targeted content to sales personnel, and optimizing the sales of various drugs in the pharmaceutical industry.
  • I have developed a recommendation model that leverages medical data to provide personalized content suggestions to sales representatives, enabling them to effectively engage with clients and improve sales outcomes.
  • Additionally, I have contributed to the development of a text-to-SQL system capable of generating SQL queries and extracting valuable insights across diverse domains such as healthcare and sales. This system empowers users to obtain meaningful information and gain valuable insights from their data.
  • Being part of the dynamic environment at Akaike Technologies, I collaborate closely with cross-functional teams to understand the unique requirements of different domains and develop tailored solutions. My expertise in data analysis, machine learning, and natural language processing enables me to deliver impactful insights and contribute to the company's success.
  • In this role, I have gained valuable experience in data modeling, recommendation systems, and text analytics. The complexity of working with medical data has challenged me to deliver actionable insights that have a tangible impact on sales strategies and contribute to the overall growth of Akaike Technologies.
Data ScienceMachine LearningRecommendation SystemsText-to-SQLData Analysis

Edyoda (zekelabs technologies pvt. ltd.)

Machine Learning Instructor

Jul 2022Sep 2022 · 2 mos · Bengaluru, Karnataka, India · Remote

  • As an instructor, I taught students the fundamentals and advanced concepts of Machine Learning, as well as data-wrangling techniques. Through engaging lessons and practical exercises, I equipped students with the skills necessary to understand and apply machine learning algorithms and effectively work with datasets.

Microsoft

Data and Applied Scientist

May 2021Apr 2023 · 1 yr 11 mos · Hyderabad, Telangana, India · On-site

  • As a Data and Applied Scientist at Microsoft, I had the privilege of designing and developing an innovative Natural Language Processing (NLP) solution. By harnessing the power of Deep Learning, I created a cutting-edge system capable of extracting keyphrases from diverse sources such as emails, chats, and documents. To enhance keyphrase extraction accuracy, I successfully implemented a BERT-based model.
  • Utilizing advanced technologies like Spark and Azure Machine Learning, I efficiently processed large-scale datasets, ensuring optimal performance and scalability. Working collaboratively with cross-functional teams, I seamlessly integrated the NLP solution into Microsoft's comprehensive email and document management system.
  • To maintain peak performance, I conducted rigorous performance evaluations and implemented strategic optimizations. This included fine-tuning algorithms, resource optimization, and ensuring efficiency and scalability were at the forefront of system design.
  • In this role, my expertise in Deep Learning, Natural Language Processing, and Machine Learning enabled me to make significant contributions to Microsoft's suite of intelligent solutions. I thrived in an environment that valued innovation, collaboration, and the pursuit of excellence.
Natural Language ProcessingDeep LearningMachine LearningBERTSparkAzure Machine Learning

Indian institute of technology, kanpur

4 roles

Teaching Assistant for Introduction to Machine Learning (CS771)

Jan 2020Jun 2020 · 5 mos · Kanpur, Uttar Pradesh, India

Machine LearningData WranglingTeaching

Teaching Assistant for Introduction to Machine Learning (CS771)

Jul 2019Dec 2019 · 5 mos · Kanpur, Uttar Pradesh, India

Teaching Assistant for Introduction to Machine Learning (CS771)

Jan 2019Jun 2019 · 5 mos · Kanpur, Uttar Pradesh, India

Teaching Assistant for Fundamentals of Computing (ESC101)

Jul 2018Dec 2018 · 5 mos · Kanpur, Uttar Pradesh, India

Tata consultancy services

Assistant System Engineer

Oct 2016Jul 2018 · 1 yr 9 mos · Bengaluru, Karnataka, India · On-site

  • During my tenure at Tata Consultancy Services, I had the opportunity to work on a challenging project as a Software Developer. I was involved in developing an event management tool for our client using AngularJS 1.4.8 and Spring Boot. As a dedicated team member, I played a crucial role in implementing key features, including timezone support, event calendar display, carousel functionality, and routing.
  • Working in agile sprints, both weekly and bi-weekly, with a team size ranging from four to six members, we followed the Scrum Agile Methodology. I actively participated in daily Scrum meetings to ensure effective collaboration and progress tracking.
  • Additionally, I was entrusted with the responsibility of serving as the group representative for a team of thirty-two members during the initial training program of sixty days. This role required effective communication and coordination skills, as I facilitated the smooth functioning of the team and acted as a bridge between the team members and the management.
  • In this dynamic role, I honed my expertise in AngularJS and Spring Boot, while also gaining valuable experience in agile development practices and team management. I thrived in a fast-paced environment, leveraging my technical skills and collaborative mindset to deliver high-quality software solutions.

Education

Indian Institute of Technology, Kanpur

Master's degree — Computer Science

Jan 2018Jan 2021

Dr. B.C. Roy Engineering College

Bachelor of Technology - BTech — Mechanical Engineering

Jan 2012Jan 2016

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