Headline

AI/ML @ Omnissa (a VMware spinoff)

About

Building intelligent systems. Eager to ideate, implement, improve. I'm a data science and AI professional with over a decade of building machine learning and AI-driven solutions, with a previous stint in the edtech and social sectors. My work spans the full lifecycle, from understanding business needs, designing scalable solutions, to delivering production-ready features and iterating on them. Over the years, I've worked across classical machine learning, deep learning, large language models and agentic AI, with a strong focus on engineering principles, clean code, and translating research into reliable products. I've also had the exposure to work across multiple domains, platforms and use cases. I enjoy solving problems, exchanging ideas, collaborating across teams, mentoring young professionals, and improving engineering practices. I'm keen to do some of my best work in this phase of my career. Outside work, you'll find me following football, fitness, gaming, looking for sneakers, or chasing a good cup of coffee!

Location

Bengaluru

AI stack

claude code

claude

github copilot

langchain

langgraph

openai

Work experience

Senior Member of Technical Staff (AI/ML) at Omnissa, Jun 2025 - Present · 1 yr 3 mos, Bengaluru, Karnataka, India, Develop and evaluate data science and AI-powered features for the premium product suite, as part of AI Platform in Omnissa.

Principal Data Scientist at Tibil Solutions, Apr 2023 - May 2025 · 2 yrs 2 mos, Bengaluru, Karnataka, India, Led the data science vertical and ensure growth of projects and people for an Indian multinational conglomerate client. Engaged in hands-on data analytics, machine learning, generative AI, visualization and adoption, across sales and marketing, finance, retail and manufacturing use cases.

Senior Data Scientist at Tibil Solutions, Oct 2021 - Mar 2023 · 1 yr 6 mos, Bengaluru, Karnataka, India, Ideated and delivered multiple data science initiatives in sales and marketing for a US Fortune 500 construction equipment client, utilizing natural language processing, statistical and machine learning models.

Data Scientist at Tibil Solutions, Nov 2020 - Oct 2021 · 1 yr, Bengaluru, Karnataka, India, Initiated two diverse machine learning projects in the US healthcare debt and Indian renewable energy domains respectively, using ensemble classification and hybrid forecasting methods.

Learning Experience Lead → Data Science Consultant at Uable, Dec 2019 - Sep 2020 · 10 mos, Bengaluru, Karnataka, India, Designed math and coding role-based programs for online skill development in pre-teen age groups. Next, transitioned and developed a proof of concept for scoring digital and campaign leads using classification models.

Teaching Expert at Cuemath, Oct 2018 - Dec 2019 · 1 yr 3 mos, Bengaluru, Karnataka, India, Facilitated virtual math classes for secondary grades through an active learning approach.

Associate - Content Development at HeyMath!, May 2017 - May 2018 · 1 yr 1 mo, Chennai, Tamil Nadu, India, Developed computer algebraic system based code snippets for creating dynamic math questions used in online assessments.

Fellow at Teach For India, Jun 2015 - May 2017 · 1 y 11 mo, Chennai, Tamil Nadu, India, A fellowship and leadership journey as a dedicated teacher in an underprivileged government school for all primary subjects.

Education

Post Graduate Diploma, Data Science, International Institute of Information Technology Bangalore

Bachelor of Technology - BTech, Electrical and Electronics Engineering, Vellore Institute of Technology

Public links

github: https://github.com/aviban15