diff --git a/questions-by-shatakshi/data_processing.proq b/questions-by-shatakshi/data_processing.proq
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+---
+title: Process and Filter Numbers
+tags: ['list', 'comprehension', 'filter', 'aggregation', 'function']
+---
+
+### Problem Statement
+Write a function `process_numbers` that takes a list of integers and a filter threshold as input, and performs the following operations:
+1. Multiply each number in the list by 2.
+2. Filter out numbers greater than the `filter_threshold` after multiplication.
+3. Calculate the sum of the filtered numbers.
+
+The function should return a tuple containing:
+- A list of the doubled numbers.
+- A list of the filtered numbers.
+- The sum of the filtered numbers.
+
+### Input
+1. `numbers` - a list of integers.
+2. `filter_threshold` - an integer specifying the threshold for filtering.
+
+### Output
+A tuple with:
+1. A list of doubled numbers.
+2. A list of filtered numbers.
+3. The sum of the filtered numbers.
+
+### Constraints
+- The input list will contain at least 1 and at most 100 integers.
+- Each integer will be in the range [-10^6, 10^6].
+- The filter threshold will be an integer in the range [-10^6, 10^6].
+
+### Solution
+
+```python
+# Driver Code (to handle I/O)
+def driver_function():
+    # Accepting inputs from the user or from test cases
+    numbers = eval(input())  # Read the list of numbers
+    filter_threshold = int(input())  # Read the threshold value
+    
+    # Calling the solution function and printing the result
+    result = process_numbers(numbers, filter_threshold)
+    print(result)
+
+# Template Function that needs to be implemented by the student
+<template>
+def process_numbers(numbers, filter_threshold):
+    '''
+    Perform the following operations on the input list:
+    1. Multiply each number by 2.
+    2. Filter the numbers greater than the filter_threshold after multiplication.
+    3. Find the sum of filtered numbers.
+    
+    Arguments:
+    numbers: list - a list of integers.
+    filter_threshold: int - the threshold for filtering.
+
+    Return: tuple - (list of doubled numbers, filtered list, sum of filtered list).
+    '''
+    <los>...</los>
+    <sol>
+    # Step 1: Double the numbers
+    doubled_numbers = [num * 2 for num in numbers]
+    
+    # Step 2: Filter numbers greater than the threshold
+    filtered_numbers = [num for num in doubled_numbers if num > filter_threshold]
+    
+    # Step 3: Calculate the sum of filtered numbers
+    sum_of_filtered = sum(filtered_numbers)
+    
+    # Return the result as a tuple
+    return (doubled_numbers, filtered_numbers, sum_of_filtered)
+    </sol>
+</template>
+
+### Test Cases
+
+#### Public Test Cases
+
+## Input 1
+[1, 2, 3, 4, 5]
+2
+
+## Output 1
+([2, 4, 6, 8, 10], [4, 6, 8, 10], 28)
+
+## Input 2
+[10, 20, 30, 40, 50]
+25
+
+## Output 2
+([20, 40, 60, 80, 100], [40, 60, 80, 100], 280)
+
+#### Private Test Cases
+
+## Input 1
+[100, 200, 300, 400, 500]
+150
+
+## Output 1
+([200, 400, 600, 800, 1000], [200, 400, 600, 800, 1000], 3000)
+
+## Input 2
+[500, 400, 300, 200, 100]
+250
+
+## Output 2
+([1000, 800, 600, 400, 200], [1000, 800, 600, 400], 2800)
diff --git a/questions-by-shatakshi/data_processing3.proq b/questions-by-shatakshi/data_processing3.proq
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+---
+title: Data Processing I/O
+tags: ['list', 'comprehension', 'filter', 'aggregation', 'function', 'stdin', 'stdout']
+---
+
+### Problem Statement:
+Write a function `process_and_output` that takes a list of integers from the input, multiplies each number by 3, filters out the numbers greater than a provided `filter_threshold`, and calculates the sum of the filtered numbers. Finally, it should print the results in the specified format:
+
+The function should perform the following steps:
+1. Multiply each number in the list by 3.
+2. Filter out numbers that are greater than the `filter_threshold` after multiplication.
+3. Calculate the sum of the filtered numbers.
+4. Print the results in the following format:
+   - List of multiplied numbers.
+   - List of filtered numbers.
+   - Sum of filtered numbers.
+
+### Input:
+- A list of integers (space-separated).
+- A single integer `filter_threshold`.
+
+### Output:
+- Print the results in the following format:
+Doubled Numbers: <list of doubled numbers> 
+Filtered Numbers: <list of filtered numbers> 
+Sum of Filtered Numbers: <sum of filtered numbers>
+
+
+
+
+### Constraints:
+- The input list will contain at least 1 and at most 100 integers.
+- Each integer will be in the range [-10^6, 10^6].
+- The filter threshold will be an integer in the range [-10^6, 10^6].
+
+### Solution:
+
+```python
+# Driver Code (to handle I/O)
+def driver_function():
+  # Accepting inputs from stdin
+  numbers = list(map(int, input().split()))  # Read the list of numbers
+  filter_threshold = int(input())  # Read the threshold value
+  
+  # Calling the solution function and printing the result
+  process_and_output(numbers, filter_threshold)
+
+# Template Function that needs to be implemented by the student
+<template>
+def process_and_output(numbers, filter_threshold):
+  '''
+  Perform the following operations on the input list:
+  1. Multiply each number by 3.
+  2. Filter the numbers greater than the filter_threshold after multiplication.
+  3. Find the sum of filtered numbers.
+  
+  Arguments:
+  numbers: list - a list of integers.
+  filter_threshold: int - the threshold for filtering.
+
+  Return: None - Instead of returning, print the results.
+  '''
+  <los>...</los>
+  <sol>
+  # Step 1: Multiply each number by 3
+  multiplied_numbers = [num * 3 for num in numbers]
+  
+  # Step 2: Filter out numbers greater than the threshold
+  filtered_numbers = [num for num in multiplied_numbers if num <= filter_threshold]
+  
+  # Step 3: Calculate the sum of filtered numbers
+  sum_of_filtered = sum(filtered_numbers)
+  
+  # Print the result in the required format
+  print(f"Doubled Numbers: {multiplied_numbers}")
+  print(f"Filtered Numbers: {filtered_numbers}")
+  print(f"Sum of Filtered Numbers: {sum_of_filtered}")
+  </sol>
+</template>
+
+### Test Cases
+
+#### Public Test Cases
+
+## Input 1
+1 2 3 4 5
+10
+
+## Output 1
+Doubled Numbers: [3, 6, 9, 12, 15]
+Filtered Numbers: [3, 6, 9]
+Sum of Filtered Numbers: 18
+
+## Input 2
+-1 -2 -3 -4 -5
+-6
+
+## Output 2
+Doubled Numbers: [-3, -6, -9, -12, -15]
+Filtered Numbers: [-3, -6]
+Sum of Filtered Numbers: -9
+
+#### Private Test Cases
+
+## Input 1
+10 20 30 40 50
+60
+
+## Output 1
+Doubled Numbers: [30, 60, 90, 120, 150]
+Filtered Numbers: [30, 60]
+Sum of Filtered Numbers: 90
+
+## Input 2
+-10 -20 -30 -40 -50
+-100
+
+## Output 2
+Doubled Numbers: [-30, -60, -90, -120, -150]
+Filtered Numbers: [-30, -60, -90]
+Sum of Filtered Numbers: -180
diff --git a/questions-by-shatakshi/data_types.proq b/questions-by-shatakshi/data_types.proq
new file mode 100644
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+++ b/questions-by-shatakshi/data_types.proq
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+---
+title: Basic Operations on Data Types
+tags: ['int', 'float', 'str', 'list', 'dict', 'set', 'function', 'no loops']
+---
+
+### Problem Statement
+Write a function `perform_operations` that takes a list of mixed data types, and returns a dictionary containing the results of different operations on these data types.
+
+The dictionary should have the following keys:
+- `'int_sum'`: sum of all integer elements in the list.
+- `'float_sum'`: sum of all float elements in the list, rounded to two decimals.
+- `'str_concat'`: concatenation of all string elements.
+- `'list_concat'`: concatenation of all list elements (use list.extend).
+- `'dict_merge'`: merging of all dictionary elements (use dict.update).
+- `'set_union'`: union of all set elements (use set.union).
+
+The function should handle empty or missing values gracefully by returning appropriate defaults:
+- For `'int_sum'`, return 0 if no integers are present.
+- For `'float_sum'`, return 0 if no floats are present.
+- For `'str_concat'`, return an empty string if no strings are present.
+- For `'list_concat'`, return an empty list if no lists are present.
+- For `'dict_merge'`, return an empty dictionary if no dictionaries are present.
+- For `'set_union'`, return an empty set if no sets are present.
+
+### Solution
+
+```python
+# Driver Code (to handle I/O)
+def driver_function():
+    # Accepting inputs from the user or from test cases
+    input_list = eval(input())  # Read the mixed data list
+    
+    # Calling the solution function and printing the result
+    result = perform_operations(input_list)
+    print(result)
+
+# Template Function that needs to be implemented by the student
+<template>
+def perform_operations(data):
+    '''
+    Given a list containing mixed data types, perform basic operations on each type:
+    - Sum all integers
+    - Sum all floats, rounded to 2 decimals
+    - Concatenate all strings
+    - Concatenate all lists
+    - Merge all dictionaries
+    - Union all sets
+    
+    Arguments:
+    data: list - a list containing integers, floats, strings, lists, dictionaries, and sets.
+
+    Return: dict - a dictionary with results of all operations.
+    '''
+    <los>...</los>
+    <sol>
+    result = {
+        'int_sum': sum(x for x in data if isinstance(x, int)),
+        'float_sum': round(sum(x for x in data if isinstance(x, float)), 2),
+        'str_concat': ''.join(x for x in data if isinstance(x, str)),
+        'list_concat': sum([x for x in data if isinstance(x, list)], []),
+        'dict_merge': {k: v for d in data if isinstance(d, dict) for k, v in d.items()},
+        'set_union': set().union(*(x for x in data if isinstance(x, set))),
+    }
+    return result
+    </sol>
+</template>
+
+### Test Cases
+
+#### Public Test Cases
+
+## Input 1
+[1, 2.5, 'Hello', [1, 2], {'a': 1}, {1, 2}]
+
+## Output 1
+{ 
+  'int_sum': 3, 
+  'float_sum': 2.5, 
+  'str_concat': 'Hello', 
+  'list_concat': [1, 2], 
+  'dict_merge': {'a': 1}, 
+  'set_union': {1, 2} 
+}
+
+## Input 2
+[3, 4.2, 'World', [], {}, {3, 4}]
+
+## Output 2
+{ 
+  'int_sum': 7, 
+  'float_sum': 4.2, 
+  'str_concat': 'World', 
+  'list_concat': [], 
+  'dict_merge': {}, 
+  'set_union': {3, 4} 
+}
+
+
+#### Private Test Cases
+
+## Input 1
+[10, 'Python', [5, 6], {'x': 10}, {1, 2}]
+
+## Output 1
+{ 
+  'int_sum': 10, 
+  'float_sum': 0, 
+  'str_concat': 'Python', 
+  'list_concat': [5, 6], 
+  'dict_merge': {'x': 10}, 
+  'set_union': {1, 2} 
+}
+
+## Input 2
+[1, 2, 3, 4, 5]
+
+## Output 2
+{ 
+  'int_sum': 15, 
+  'float_sum': 0, 
+  'str_concat': '', 
+  'list_concat': [], 
+  'dict_merge': {}, 
+  'set_union': set() 
+}
\ No newline at end of file
diff --git a/questions-by-shatakshi/function_typeques.proq b/questions-by-shatakshi/function_typeques.proq
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--- /dev/null
+++ b/questions-by-shatakshi/function_typeques.proq
@@ -0,0 +1,142 @@
+---
+title: Student Score Management System
+tags: ['list', 'function', 'sorting', 'filtering', 'input-output', 'aggregation']
+---
+
+## Problem Statement
+
+You are tasked with building a system that manages the scores of students. The system will handle multiple operations, including adding students, removing them, updating scores, and calculating statistics based on the current list of students.
+
+## Solution Template
+
+<template>
+class StudentScoreManager:
+    def __init__(self):
+        self.students = {}
+
+    def add_student(self, name: str, score: int):
+        """
+        Adds a new student with the given name and score.
+        If the student already exists, updates their score.
+        """
+        self.students[name] = score
+
+    def remove_student(self, name: str):
+        """
+        Removes a student by their name.
+        """
+        if name in self.students:
+            del self.students[name]
+        else:
+            print(f"Error: Student {name} not found.")
+
+    def update_score(self, name: str, new_score: int):
+        """
+        Updates the score of the student with the given name.
+        If the student does not exist, prints an error message.
+        """
+        if name in self.students:
+            self.students[name] = new_score
+        else:
+            print(f"Error: Student {name} not found.")
+
+    def average_score(self):
+        """
+        Calculates and returns the average score of all students.
+        """
+        if len(self.students) > 0:
+            return sum(self.students.values()) / len(self.students)
+        return 0
+
+    def highest_score(self):
+        """
+        Returns the name(s) of the student(s) with the highest score.
+        """
+        if len(self.students) > 0:
+            highest = max(self.students.values())
+            return [name for name, score in self.students.items() if score == highest]
+        return []
+
+    def print_all_students(self):
+        """
+        Prints the list of all students in descending order of scores.
+        """
+        sorted_students = sorted(self.students.items(), key=lambda x: x[1], reverse=True)
+        for name, score in sorted_students:
+            print(f"{name}: {score}")
+
+    def filter_by_score(self, threshold: int):
+        """
+        Filters out students with scores below the given threshold and
+        prints the remaining students sorted by score in descending order.
+        """
+        filtered_students = {name: score for name, score in self.students.items() if score >= threshold}
+        sorted_filtered = sorted(filtered_students.items(), key=lambda x: x[1], reverse=True)
+        for name, score in sorted_filtered:
+            print(f"{name}: {score}")
+</template>
+
+<los>
+# The system uses a dictionary to manage students and their scores for efficient lookups, updates, and removals.
+# Scores are processed and sorted using Python's built-in `sorted()` function and dictionary comprehensions for filtering.
+</los>
+
+## Test Cases
+
+# Public Test Case 1
+input: |
+    add_student John 85
+    add_student Jane 92
+    add_student Bob 78
+    update_score John 90
+    average_score
+    highest_score
+    print_all_students
+    filter_by_score 80
+output: |
+    Average Score: 86.67
+    Highest Score: ['Jane']
+    John: 90
+    Jane: 92
+    Bob: 78
+    John: 90
+    Jane: 92
+
+# Public Test Case 2
+input: |
+    add_student Alice 88
+    add_student Bob 90
+    remove_student Alice
+    average_score
+    highest_score
+    print_all_students
+output: |
+    Average Score: 90.0
+    Highest Score: ['Bob']
+    Bob: 90
+
+# Private Test Case 1
+input: |
+    add_student Charlie 72
+    add_student Dave 95
+    update_score Charlie 80
+    remove_student Alice
+    filter_by_score 80
+output: |
+    Dave: 95
+    Charlie: 80
+
+# Private Test Case 2
+input: |
+    add_student Eve 65
+    add_student Frank 80
+    add_student Grace 90
+    remove_student Frank
+    average_score
+    highest_score
+    print_all_students
+output: |
+    Average Score: 77.5
+    Highest Score: ['Grace']
+    Grace: 90
+    Eve: 65