• Identified & resolved discharge faults by replacing faulty pneumatic cylinders with air-over-oil cylinders => Increased overall equipment effectiveness (OEE) by 6% for 3 internal bore grinders, saving 7.2 hours of downtime per week and $7,400/year.• Installed 2 new routes for an Autonomous Guided Vehicle in the plant: o Increased AGV moving utilization from 13.1% to 25% by doubling daily trips. o Partnered with Stantec for Health and Safety Review, ensuring compliance with safety standards. o Conducted 3 plant walkthroughs to simulate AGV speed and route timing, considering wall proximity and trip duration.• Scanned air leaks and analyzed data with machine learning: o Identified 38 air leaks across the plant in May 2024, coordinated with mechanics to save $5,300 in energy cost. o Aggregated data from 2023-2024 scans, achieving total annual savings of $15,600 by addressing recurring issues.

• Audit 41 mist collectors, discovered 13 not working to spec by field testing and using air velometer. Coordinated electricians & mechanics to resolve faulty MCs. • Installed custom splash guards and rail limits across 5 machines at 3 flexlink intersections, therefore reduced grinding oil leaks, eliminated part dropout problem. This improved workplace safety by reducing slippery tripping hazards. • Updated weight and packaging instructions for 4 idler bearing models, enhancing accuracy during changeovers and reducing part count errors by optimizing the weigh scale setup.

• Secured job offers for 25+ candidates at reputable companies, including RBC, Deloitte, MDA Space, Canadian Nuclear Laboratories, and Kepler Space through personalized resume crafting, interview preparation, and networking strategies. [See testimonials below]• Launched and expanded Bridges to Professions to 2 universities (U of Toronto and U of Waterloo) within 6 months, providing tailored career coaching and skill development to over 25 students, recent immigrants, and professionals.• Designed and delivered 20+ workshops on resume writing, interview techniques, and networking strategies, boosting participants’ confidence and job readiness.• Developed BridgesToProfessions AI for Resume Editing: Integrated OpenAI API and designed the user interface with React.js, Vite, and HTML to automate resume refining processes, benefiting over 100 clients within the first two months.

• Designed & implemented bearing to 400 lbs coupler by lowering overhaul force from 50N to 10N; aids biweekly maintenance. • Created detailed drawings for a Spring Tensioner Removal Tool, improving productivity in coupler overhauls.• Integrated 2000 lbs-capable Jack Stopper with a 2.5 safety factor for lifting Torque Arms, aiding in bogie installation.• Redesigned & fabricated 4 TR Axle Blocks to reduced stress concentration by 12 times. Analyzed root cause of OG’s failure.• Redrawn Redex Gearbox Shaft drawing, incorporated GD&T to align with the latest manufacturer specs of rollers & gears.

• Reduced engine-frame mating time by 18% (from 42s to 35s), thus allowing overhead time for later processes.• Reduced rear suspension - frame mating time by 21% (from 42s to 33s)• Tightened suspension links | Fixed cross-threaded bolts and misalignments of dampers• Inspected rear-brake hose and damper nut for tightness and correct engine mount typesAs a manufacturing intern for Honda Canada, my responsibilities revolve around mating the Civic’s engine to its frame and inspecting the quality of my processes. The tight tolerance between the engine’s bolts and the frame’s mounts means the mating procedure must be carried out precisely to the process’ guide. Furthermore, Honda is known for their quality and reliability, hence all cars must be inspected and re-inspected by the personnel of their respective zone.

Develop tailored curriculum to teach Physics and Science to 3 students of grade 9 and 11• Create 4 weekly study materials (curriculum, teaching guide, homework, and interactive resources) based on students' abilities, preferences, and guidance from experienced teachers• Tutor 3 students based on 10 Pinciples of Effective Teaching - Active learning environment, Focus attention, Timely feedback, etc.• One student's grade increased from 75% to 90% in their high school's physics quiz. Another student was familiarized with concept of Conservation of Energy at achieved a grade of 90% before studying the material in school

Cooperate in a 4-person team to research, design, and specify a commercial Milling Machine• Managed the Design segment for a vertical 4-axis CNC Machine using SolidWorks (30% of the project). Design mechanisms for CNC Tombstone and the Spindle • Researched market features and prices, laying out design specifications including motor speeds, torques, spindle mechanisms to select most profitable design; prototype projected to save engineering firms 2.5 hrs & $800/project• Utilizing project management tools such as Gantt Chart, Status Report, and MS. Teams• Improve team morale when teammates were understandably tired from the demanding course-load• Earned the Certified SolidWorks Associate (CSWA) certification

Coordinated with team of 6 to increase internet speed by 30% for 2 Indigenous communities (2,500 people) in Ontario• Researched the current status of Internet Connection in First Nations communities in Ontario• Gathered data on existing plans from government and NGO to expand internet access across Canada• Proposed plan to reach out to communities who lack access to the Internet

• Diagnosed mechanical failures in customer's bicycles• Built a functional bicycle from spare parts• Analyzed the workings of the bicycle’s different parts and how they may fail

Tutored English to 12 children (age six-ten) from underprivileged backgrounds, two hours per week.• Planned itineraries adapted to each child’s English capabilities and cognitive ability. • Compiled educational games for the children to play.• The children developed basic understanding of English (Level A2)• Earned the HOPE Award 2018 - selected among 3000 volunteers for outstanding service and commitment to teaching