Avinash P. Email & Phone Number

Pune, Maharashtra, India

I work on LLM and LLM Agents for use cases like chatbots, GUI generation, etc.I use Langchain, Llama-2 (chat), GPT, etc.Working on RAG and other fine-tuning approaches.

• Leading a team of data scientists at TomTomFew of the projects that I am working on
• POIs (Point of Interests) deduplication based on entity resolution - Trained deep learning-based entity matching/deduplication model with >97% accuracy for English speaking countries where each country has more than a.
• Improved entities name matching - Improved name matching by 5% using Sentence Transformers (BERT based uncased)
• Search Ranking Signals - Analyzed footfall data for places in Netherlands - Created a signal (confidence score) which is one of the parameters for deciding the ranking of place search in TomTom map
• Metric for Routing Points (Routing points make correlation between places and streets on TomTom maps) - Created a metric for RP on new TomTom maps by comparing with older version - The extension of same project is.

Pune, Maharashtra, India

- Propensity Models like Likelihood to Buy, Likelihood to Convert, Likelihood to pay full price for retail with 95% score accuracy, worked on data of more than 3 years. Millions of data points per company.- Reinforcement Learning model for send time optimisation- Worked on End-to-End ML pipeline- Skills: Python, Spark, Qubole, Machine Learning.

Leading ML on code with the use of various Machine Learning techniques.- Code fix recommendation- Designed model architectures based on SOTA language models and Graph NNs to perform code analysis.- Constructed datasets to benchmark code analysis tasks such as bug localization & code recommendation.- Designed CoFEx (Code Feature Extraction) model and.

Pune Area, India

Working on machine learning-based static analysis of code.

Pune Area, India

- Worked on occupancy calculation considering resources like threads, register files, shared memory, constant bank, texture memory to determine if Compiler has produced optimal code- Developed a framework for frame-based GPU performance/functionality verification- Verified synchronization done in Nvidia Compiler using assembly language code.

Pune, Maharashtra

Cs-441 Applied Machine Learning

Cs-447 Natural Language Processing

Cs-410 Text Information Systems

Computer Engineering, Computer Science

Data Structures, OS, Advanced Algorithms, Networking etc.