Headline

Data Science Leader 🚀 | Seeking AI/ML Roles | Specializing in Computer Vision, MLOps, & Technical-Business Alignment 📈

About

I am a results-driven Data Science Leader and a techno-functional professional with proven experience in Machine Learning, Computer Vision, and Statistical Modelling. My passion lies in translating complex data projects into tangible business impact, taking solutions from initial problem scoping through to successful pilot deployment. Backed by a robust academic background in Mathematics (MSc, CMI) and specialized training in advanced AI, I excel at bridging the gap between deep technical implementation and high-level strategic alignment. My leadership and expertise are demonstrated by key professional achievements:" • Business Impact: Spearheaded the development of an OCR-based Computer Vision tool for customer image data extraction, directly resulting in significant reduction in manual processing errors and significantly enhancing order accuracy. • Project Orchestration: Successfully directed end-to-end solution lifecycles, including cross-functional collaboration, literature review, and pilot integration with core applications. • Specialized Modeling: Engineered a high-frequency Machine Learning model to forecast crypto asset movements and conducted profitability modeling to rank top-performing traders. • Technical Leadership: Chaired weekly technical sync-ups and served as the primary liaison between engineering and business stakeholders, ensuring model outputs directly addressed key business KPIs. I am actively seeking AI/ML Technical, Management & Strategy roles where I can leverage my expertise in modern ML engineering and data strategy. Key Technical Skills: • ML/DL: Scikit-learn, OpenCV, TensorFlow, PyTorch, Deep Learning, Statistical Modelling • Advanced AI: Gen AI, MLOps/LLMOps, Computer Vision, NLP, OCR, Hugging Face • Languages/Tools: Python, SQL, R, Tableau, Azure, Git, JIRA, Excel • Business/Strategy: Problem Framing, KPI Development, ROI Analysis, Data Storytelling, Stakeholder Communication I am currently open to opportunities in the Technology, Information and Internet sector. I thrive on solving complex, real-world problems. Let's connect to discuss how I can drive the next wave of data-driven innovation and operational efficiency within your organization.

Location

India

AI stack

claude

gemini

github copilot

hugging face

notebooklm

notion

Work experience

Professional development at Career Break, Feb 2025 - Present · 1 yr 10 mos, Bengaluru, Karnataka, India, Taking a strategic sabbatical to deepen my expertise in advanced AI, MLOps, and scalable end-to-end system design. Currently engaged in intensive technical research and architecting complex ML solutions to bridge the gap between mathematical theory and industrial application. Refining my skill set and strategy to transition into high-impact AI/ML leadership and research roles.

Deputy Manager at Michelin, Jun 2023 - Feb 2025 · 1 yr 9 mos, Pune, Maharashtra, India

Data Science Intern at Roni Analytics LLP, May 2022 - Aug 2022 · 4 mos, Chennai, Tamil Nadu, India

Education

Master of Science - MS, Data Science, Chennai Mathematical Institute

Bachelor of Science, Mathematics, Institute of Mathematics and Applications

Public links

github: https://github.com/agnija-ashrita