Astronomy
Samarth Tibdewal
Indore,MP
Summary
Senior Analytics Engineer with 3+ years of experience designing and delivering scalable data and AI solutions across analytics engineering, GenAI, and machine learning. Proven track record leading cross-functional teams to build impactful solutions aligned with business goals. Skilled in deploying machine learning solutions for real-time applications. Adept at building data infrastructure, mentoring juniors, and driving end-to-end project delivery. Experienced with tools like Airflow, Kubernetes, Python, and modern ML frameworks. Passionate about building impactful, production-grade AI systems that solve real business problems.
Overview
6
6
years of professional experience
1
1
Certificate
Work History
Senior Analytics Engineer
Impetus Technologies
02.2022 - Current
- Led a team of five to develop and deploy a modular RAG-based chatbot framework configurable for both internal and external audiences, reducing turnaround time by 60% and enabling faster solution delivery across use cases.
- Led a team of two in building an intelligent document processing system using Generative AI and Deep Learning, capable of classifying emails and extracting remittance-related fields for automated payment matching. determining fields for payment matching.
- Architected scalable data solutions on AWS leveraging services like Lambda, S3, EKS, Sagemaker etc.
- Integrated CI/CD pipelines for ML models and analytics code, reducing manual deployment time and errors.
- Collaborated cross-functionally to design and implement a machine learning platform that enables rapid, managed experimentation and streamlined production deployment, with built-in tools for model and data lifecycle management.
- Developed a computer vision model to predict and prevent traffic accidents at high-risk intersections using real-time CCTV video stream analysis, improving safety insights for city planning teams.
- Mentored junior analysts and engineers, enhancing onboarding processes, encouraging peer learning, and driving code quality through structured peer reviews and best practice documentation.
Machine Learning Engineer
Smarg
05.2019 - 09.2019
- Developed and deployed an on-premise retail analytics platform leveraging OpenCV, YOLOv3 and pytorch to detect and track customers in real time, providing metrics such as footfall, crowd density, social distancing compliance, and dwell time. Enabled actionable insights for retail managers, increasing conversion rate by 35%, improving layout decisions and safety compliance across 3 shopping malls.
Education
Master of Science - Computer Science
University of Texas
Austin, USA06-2022
Bachelor of Technology - Computer Science
National Institute of Technology
Manipur, India05-2020
Skills
- Generative AI
- Deep learning
- LLM and MLOps
- Machine learning
- ETL development
- Statistical analysis & modeling
- Python
- R
- SQL
Accomplishments
- Winner of ML hackathon 2022 hosted internally in Impetus Technologies
- Founder and president of BlackBox - a club aiming to impart knowledge and upskill on Machine Learning.
- Completed 200 and 400 Km endurance BRM.
- Avid mountaineer with climbed peaks ranging from 3200m to 6200m.
Certification
- 2x AWS Machine Learning Speciality
- 1x Databricks Machine Learning Associate
- 1x Databricks Machine Learning Professional
- 1x Azure Data Scientist Associate
- 1x Azure AI fundamentals
- Machine Learning in R, by Centre for Development of Advanced Computing (CDAC), a prominent R&D institution.
Interests
Chess
Formula 1
GenAI/ML Research & Experimentation
Mountaineering
Work Availability
monday
tuesday
wednesday
thursday
friday
saturday
sunday
morning
afternoon
evening
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Timeline
Senior Analytics Engineer
Impetus Technologies
02.2022 - Current
Machine Learning Engineer
Smarg
05.2019 - 09.2019
Master of Science - Computer Science
University of Texas
Bachelor of Technology - Computer Science
National Institute of Technology
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