Sharan Shyamsundar
AI Engineer & Data Scientist
Transforming data into innovative AI-driven solutions. Passionate about building practical, impactful solutions that work in the real world.
About Me
Passionate AI Engineer & Data Scientist
With over 5 years of experience in AI and data science, I specialize in building practical solutions that drive real-world impact. My expertise spans from fine-tuning large language models to developing scalable AI workflows.
I believe in the power of AI to solve complex problems and create meaningful change. Whether it's optimizing retrieval systems for accuracy or engineering intuitive tools that streamline decision-making, I bring deep technical expertise combined with a sharp problem-solving mindset.
Currently open to exciting opportunities in AI Engineering and Data Science roles.
LLM Fine-Tuning & RAG
Designing and optimizing LLM pipelines for domain-specific tasks with enhanced efficiency and scalability.
Financial Analytics
Developing predictive models and risk assessment frameworks for enhanced financial decision-making.
Machine Learning
Building classical ML models and data engineering solutions across diverse industries.
AI Engineering
Creating scalable AI workflows and interactive dashboards that optimize operations.
Experience
- Driving innovation at an early-stage startup by building flagship AI products aimed at revolutionizing the accounting domain, with a vision to establish the next-generation standard of “Vibe Accounting.”
- Leading the development of AI-driven solutions to automate Accounts Receivable/Accounts Payable processes, enhancing efficiency and reducing manual overhead in enterprise finance systems.
- Designed and deployed Eddy, a Retrieval-Augmented Generation (RAG) powered internal helpdesk, reducing query resolution time
- Developed interactive dashboards to streamline supply chain analysis and optimize decision-making
- Delivered multiple proof-of-concept projects showcasing advanced analytics capabilities
- Automated investment workflows and developed intuitive tools for streamlined decision-making
- Led ESG-related financial analytics products ensuring regulatory compliance
- Recruited and trained junior quant analysts, fostering high-performing teams
Education
Featured Projects
PEFT Methods Applied to Quantized LLMs
Explored the integration of Quantization and Parameter-Efficient Fine-Tuning (PEFT) methods to optimize LLM finetuning. Achieved substantial improvements in memory efficiency and computational performance for resource-constrained environments.
Report
Foodle - Personal AI Cooking Assistant
An innovative cooking assistant leveraging ASR and LLMs to enhance culinary experiences. Transcribes cooking videos, generates recipes, and offers hands-free voice interactions for real-time cooking assistance.
Multi Agent Article Writer
AI-powered multi-agent framework using CrewAI to automate content creation. Assigns specialized agents for planning, writing, and editing, ensuring high-quality, well-structured articles with enhanced coherence and readability.
ZENIX - Natural Language to XML
Multi-agent AI solution that translates natural language into precise SQL queries while generating necessary XML business objects. Enhanced user experience with intelligent navigation link generation for the JiVs IMP platform.
Pitch Perfect
AI-powered cover letter generator using intelligent prompts and customizable templates. Helps highlight experience and skills for every application, saving time and boosting interview chances for job seekers.
Multi Agent Project Planner
AI-powered project planning app built with CrewAI. Automatically creates clear, step-by-step project plans with tasks and milestones intelligently assigned to team members for organized and efficient project delivery.
Let's Connect
I'm always interested in exploring new opportunities and collaborations. Whether you have a project in mind or just want to connect, feel free to reach out!
Or email me directly at
de.sharan17@gmail.com