Amandeep Chanyal on Tal
Headline
Engineering Manager - AI @ Asper.ai | Machine Learning | Deep Learning | Agentic AI
About
Applied Machine Learning Engineer and AI Leader with ~10 years of experience building scalable ML systems, optimization frameworks, and data-driven decision platforms across retail, e-commerce, and education technology. Currently Engineering Manager – AI at Asper.ai and pursuing a Master’s in Data Science at the University of Texas at Austin. My core expertise lies in machine learning, statistical modeling, and optimization, where I have designed and deployed production systems including sales attribution models, demand forecasting systems, incrementality models, and large-scale promotional optimization engines. I have built end-to-end ML pipelines using Python, PyTorch, Scikit-Learn, Kubeflow, and AutoML frameworks to support model training, feature engineering, evaluation, and deployment. I am currently focused on Large Language Models (LLMs), Generative AI, and Agentic AI systems, with hands-on work in: LLM fine-tuning and model training Prompt engineering and evaluation pipelines Retrieval-augmented generation (RAG) LLM-powered decision systems Autonomous and multi-agent AI workflows I enjoy working at the intersection of statistical rigor, scalable ML infrastructure, and real-world product impact, and I’m actively building next-generation AI systems powered by large language models.
AI stack
claude code
claude
deepseek
hugging face
langgraph
langsmith
Work experience
Engineering Manager - AI at Asper.ai, Oct 2025 - Present · 11 mos, Bengaluru
Lead Data Scientist at Asper.ai, May 2024 - Oct 2025 · 1 yr 6 mos, Bengaluru
Senior Data Scientist at Asper.ai, Sep 2022 - May 2024 · 1 yr 9 mos, Bengaluru, Karnataka, India
Data Scientist at Toppr, Aug 2021 - Sep 2022 · 1 yr 2 mos, Bangalore Urban
Data Scientist (L8) at Fractal, Jun 2020 - Jul 2021 · 1 yr 2 mos, Gurugram
Data Scientist (L9) at Fractal, Feb 2019 - May 2020 · 1 yr 4 mos, Gurgaon, India
Analytics Analyst at Accenture, Aug 2017 - Jan 2019 · 1 yr 6 mos, Gurugram
Jr. Data Scientist at SG Analytics, Jul 2016 - Aug 2017 · 1 yr 2 mos, Pune/Pimpri-Chinchwad Area
Education
Master of Science - MS, Data Science, The University of Texas at Austin
Instrumentation Engineering, Electrical and Electronics Engineering, Indian Institute of Technology, Kharagpur
Public links
github: https://github.com/Aman2394
