Naman Bansal

Tech Stack : GoLang, Kafka, Postman Product Discoverability : Used RAKE (Rapid Automation Keyword Extraction) library to generate keywords and phrases from the description and title of the products. This list was further filtered based on their frequency of occurrence. Dynamic keyword generation and product mapping process is automated to keep manual intervention to the least. Query System : Built APIs to automate the process of customer query resolution. Product queries from customer are now automatically sent to vendor on the MMT seller app while the vendor’s response is also automatically sent to the customer over the email.

Smart AI Chess: Built a fairly smart AI which abides by all the rules of chess ranging from pawn promotion to castling. Applied Min-Max algorithm along with Alpha-Beta prunning and look up to a depth of 8-ply to search for a smart possible move in an efficient manner. Used Zobrist hashing to implement transposition tables to avoid analyzing the same position more than once. Dictionary Using Trie: Implemented a dictionary using trie comprising operations like search, insert and deletion. The implementation supported features like Prefix Searching and Nearest Neighbour Search. Tic-Tac-Toe Using Min-Max Algorithm: Built an unbeatable tic-tac-toe game AI using the min-max algorithm. Uses alpha-beta pruning to decrease the number of nodes that are evaluated by the min-max algorithm in its search tree making the AI fast.