
Strengths and Weaknesses

Your Simpsons character
Lisa Simpson is the academically driven, intellectually curious member of the Simpson family, and @knowsurfate shares many of those traits. The user constantly talks about exams, assignments, and deep learning, e.g., "endsem 2/5 digital signal processing after my computer networks/dcn paper" and "gonna learn markov chains suggest a good video". Like Lisa’s love for learning, the user boasts "I love maths" and "love anime i guess your average ML dude". Their frustration with schoolwork ("maut aa gayi bc pdhke ky hai ye?! 😭") mirrors Lisa’s occasional angst when she feels unappreciated. Yet they also sprinkle humor and pop‑culture references, akin to Lisa’s witty sarcasm, as seen in "they will do everything except releasing ash greninja".

Your MBTI personality Type
The user’s tweets are dominated by personal reflections and solitary concerns like i seriously need sleep man only slept for like a couple of hrs and i have fucking dementia dude, indicating introversion. They focus on concrete, present‑day details of exams, assignments and hardware work, e.g., midsem 5/6 transmission lines waveguide antennas yea i got cooked and need to write 9 college assignments whose last day of submission is tmmrw, which points to sensing. Their decision‑making is logical and analytical, as shown by comments on algorithms and technology such as people said pytorch was dead when tensorflow was booming back in the day dont underestimate the guys at google and questions about Bellman‑Ford, reflecting a thinking preference. Finally, they display a structured, schedule‑driven approach—gonna reduce the codm posts in my tl rn (ideally 0 if possible) will only be focusing on ml and starting dynamic programming from today the only part of dsa i left for later—signifying judging. Altogether these traits match the ISTJ personality type.

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Your new Twitter bio
ECE undergrad into DSP, ML & anime. Coffee-fueled coder who once solved a DSP problem after 2 hrs of sleep. #MathLover– @knowsurfate

Your signature cocktail
The Otaku Overdrive fuses the bold kick of Japanese whisky with spicy masala chai, mirroring Fate’s love for anime ("ohayo gozaimasu miinaaa") and Indian roots. A splash of blue curaçao adds a digital hue, nodding to their tech‑savvy side as they remind us "people said pytorch was dead when tensorflow was booming back in the day dont underestimate the guys at google". The espresso shot fuels late‑night study sessions, echoing the tweet "i seriously need sleep man only slept for like a couple of hrs". Bitters represent the exam stress that haunts them, as they lament "midsem 5/6 transmission lines … I am cooked". Together, this layered drink captures the high‑energy, anime‑loving, ML‑enthusiast world of @knowsurfate.

Your Hogwarts House
The user repeatedly emphasizes learning and intellectual pursuits, such as asking for a tutorial on Markov chains ('gonna learn markov chains suggest a good video should i go for the nit one?') and planning to start dynamic programming ('starting dynamic programming from today the only part of dsa i left for later god help me'). They celebrate completing challenging coursework, e.g., 'completed the linear algebra and ... literally a mindfuck dude', and they comment on AI frameworks with insight ('people said pytorch was dead when tensorflow was booming back in the day don’t underestimate the guys at google'). Their bio also states 'I love maths', underscoring a passion for knowledge. These traits align with Ravenclaw’s values of wisdom, curiosity, and a love of learning.

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The user constantly feels the pressure of exams and deadlines, as seen in tweets like "midsem 5/6 transmission lines waveguide antennas yea i got cooked could not solve a single numerical" and "i seriously need sleep man only slept for like a couple of hrs". They try to seize every chance to improve, saying "gonna reduce the codm posts in my tl rn(ideally 0 if possible) will only be focusing on ml" and "gonna learn markov chains suggest a good video should i go for the nit one?". Their love for high-energy bangers is evident from "absolute fucking banger listening to this and doing meth 🔥" and "peak song while studying peak subject", indicating a soundtrack that pumps them up while they work. All of these themes – intense pressure, a single shot to succeed, and a need for a powerful motivating beat – match the core message of Eminem's "Lose Yourself", a classic rap anthem about grabbing the moment and rising above the stress. The track's iconic line "You only get one shot, do not miss your chance" mirrors their exam mindset and the recurring feeling of being "cooked" yet determined to push forward.

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knowsurfate
green: confident, yellow: guess, red: uncertain
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