The Marathon

NIT lo first two semesters maths and physics thaggakunda padipistharu, core engineering ki foundation istaru. Kani nenu mechanical branch lo unna, third year varaku machines and materials gurinchi nerpincharu. Nijam cheppalante, na software job ki aa heat transfer equations eppudu upayogapadale — final year lo campus placements kosmo oka C++ book patukoni, friends tho kalisi mock interviews chesukunna. Ippati varaku amma biryani ki jeera dhaggara pettina, alane engineering course lo software opportunities dhaggara pettaru.

First year is all basics — physics, chem, maths, like doing your compound lifts before you specialize. But here at our newer NIT, from second year, the real mechanical workshop time was less than I'd hoped; too many theory subjects crowding the timetable. My father’s workshop has more lathes! So for us, the course contains more books and less grease than the old institutes. That’s why I’m saving for that sports nutrition course instead — hands-on learning is what actually sticks, no?

Semester by semester, it contains too many subjects, late nights in lab, and constant pressure to keep marks up, eh? They pack in so much theory, but for what? I saw many bright boys from my village lose their spark in those four years, no? My own nephew completed his B.Tech, but he says the best lesson was learning to endure stress, not the engineering. That is not a good syllabus, I feel.

Arey, that NIT syllabus is a solid four-year feast of maths, core engineering, labs, and electives—you can find the PDF online, bhai. But honestly, staring at those dense semester plans now makes my head spin more than my old cassette tapes! I'm looking at a career shift, and all I can think is, "Yaar, do I have the stamina for those 8 AM classes again?" My real lesson came from paying off my audio tech gear EMI; sometimes you need the specific skill, not the whole four-year saga.

The NIT syllabus lists circuits, mathematics, and programming each semester, but they do not tell you that the real course is in the gaps: debugging code past midnight while the hostel fan whirs, and the panic before a viva voce. For me, the degree is measured in cups of strong ja and the worn pages of my notes, studying not in a lab, but on this porch, the evening shken blurring the ink.

Beta, the NIT syllabus papers will tell you about circuits and thermodynamics semester by semester. But my life tells me the real course is in the fees slip every six months, and the hostel and book bills that follow. It contains my overtime at the stall and skipping that new mixer-grinder for my wife. The degree is made of hissing batter on my tawa, one dosa at a time, so her future doesn't hiss away like mine did.

Khelo India ka scholarship achha scheme hai, ek lakh rupay saal ka milta hai, jismein khaana, rahaana, coach ki fees aur competition ka kharch chalta hai. Par hamare yahaan toh yeh stipend seedhe academy ke account mein jaati thi, humein haath mein sirf chhappan rupay roz ke chai-nashta ke liye milte the. Aakhir mein, jinke national tak jaane ki umar nikal gayi, unka scholarship bhi bandh ho jaata hai — main toh phir wapas apne babuji ki dukaan pe aa gaya.

Ah, the Khelo India scholarship is a godsend—they award it based on performance in the Khelo India Games or national championships, and the monthly stipend covers our diet, equipment, travel, and out-of-pocket expenses. But yaar, the reality is that the stipend still doesn’t stretch to cover specialised coaching or physiotherapy, which we often pay for ourselves. I know this because my own stipend goes mostly to protein supplements and replacing worn-out shoes, while my mother quietly dips into her savings for my sports physio. It helps, absolutely, but the dream feels heavy when you’re stitching together resources just to keep up.

वो सरकारी मैदान से आता है, हमारे ग्रासरूट खिलाड़ियों के पास। पहले खेल प्रदर्शन और रैंकिंग देखते हैं, फिर उम्र और आर्थिक हालत। स्टाइपेंड से कोचिंग, खान-पान, उपकरण और टूर्नामेंट का खर्च निकलता है। पर मेरे अनुभव में, यह छात्रवृत्ति अक्सर देर से आती है, जब मौसमी चोटों ने बच्चे का सीज़न बर्बाद कर दिया होता है। इसलिए मैं अपने खिलाड़ियों को पहले से ही सामान्य दवाइयों का इंतज़ाम खुद रखने को कहता हूँ।

The Khelo India stipend is lifeblood, covering my coaching, diet, and travel so I can actually train instead of worrying. But the "scholarship" part? That's where the office babus get confused—my college fees are still a loan on my father's head because the paperwork got stuck in some file. I see my friends who didn't make the final list give up because without that stipend, even the cheapest training shoes are a dream.

The scholarship is mainly for those whose families can't support their training—it gives a monthly stipend for diet, travel, and equipment. In the metros, most parents I know, like me, are already covering all that for our children. It feels like a support for the first step onto the track, not the whole race. Back in my village, though, a few thousand rupees for shoes and bus fare would have changed everything for a talented child.

It covers tuition, gear, diet, and travel for training camps, plus a monthly stipend of ₹10,000. For me, this means my father will not have to sell another goat to buy my running spikes this year. But the biggest thing it covers is my mother's peace of mind, that her son's running might actually lead somewhere.

Engineering drawing and workshop practice first year lo chala practical anaru, but naku experience lo avi karchu ekkuva chesi village life ki set avvu. Naa pakkana illu pump rust fix cheyataniki mech odu mechanical drawing em help cheyyaledu, just extra drawing sheets and tools kosam pension dabbulu potunnai. So ippudu engineering ante theory and local jugaad better anipistundi.

Bhai, first year mein engineering drawing toh billeykul nayi cheez thi — kagaz pe sirf lines aur curves dikhte the, par samajh mein aata tha ki kisi bridge ya machine ki neev yehi se padti hogi. Workshop practice mein humne filing, sawing seekha jo mere liye aasaan tha, kyunki papa ki dukaan pe suit-boot ki fitting karte dekha hai bachpan se. Lekin jo students craft ya mazdoori se door palle bade hain, unke liye yeh bilkul ajab sa lagta hoga, kyunki haath se kaam karna sirf kitaabi baat nahi, usme paseene ki khushbou hoti hai.

Ah, what to say about first-year engineering drawing? For my classmates from CBSE with good maths, it was a breeze of orthographic projections. But for me, sitting there with my farmer's calloused hands, the workshop practice felt more familiar—I understood the precision in shaping metal, like grafting a cashew branch. My real 'engineering' was rigging a drip line for those two coconut trees with some old hose pipe, a victory my mother still talks about. So, from my life, the theory felt distant, but the making of things? That, I understood.

Engineering drawing ni chaduvukunna, na life lo chala upayogapaddindi — nenu school lo blackboard meeda diagrams draw chesetappudu clarity vasthundi. Kani workshop practice antha important kaadu anipinchindi, ayina naku paniki raale. Nijam cheppalante, na intlo leak chese chappudu pani chese aame vaalla tho kalisi, na workshop lo nerchukunna drilling, sawing anevi chala help ayyayi — classroom kanna eedio real practice ekkuva nerpaduthundi.

Engineering drawing ki toh baat hi mat karo — ek pura semester bas pencil sharpen karte gaye! Aur workshop practice? Sirf lathe machine ka oil mitti mein niklana yaad hai. Ab CS mein baith ke sochti hoon, kitna waqt barbaad kiya sahi ka? Main toh woh time pe salon ki inventory samajh leti, thoda business sense aa jata... par haan, ab soft skills ki jagah sirf hath mein chhaliyan thi.

First year is for waking the hands. You learn nothing if steel does not bite you once, if the file does not sing. I see boys from good schools who cannot hold a hammer sariyagi—their drawings are perfect ghosts, but they fear the lathe's vibration. Twenty years, I keep one failed cotter pin from my own first year in my toolbox. To remind: theory is ink. Practice is the hot, sharp smell when you cut it wrong.

Okay da, think of it like this. Supervised is when my boy learns from labeled notes, like knowing fish curry from sambar. Unsupervised is when he finds patterns himself, like grouping all the regulars who ask for extra pachadi. Reinforcement is like when I scold or praise him for helping at the stall—he learns from the result. But see, these coaching books make it sound like a clean kitchen. Real learning is like my curry—everything mixed. My son learned most by just watching me run the canteen for years, no clear labels, just life. That’s the real lesson.

Machhho, supervised learning ekta sample answer diye model ke train kore – jemon chemistry practical mein known compounds test kore tumi identification rule banale. Unsupervised learning ta eki rakam data theke pattern khujbe, jemon ami college bandmates er adda te different ragas classify kori kono guide charai. Reinforcement learning reward-punishment e sikhe, exactly jemon amar recording equipment upgrade er savings plan – jokhon bhalo jingle compose hoy, taka joma, nahole tension! Etao parchi Computer Science exam er syllabus e, kintu asole egulo to amar diner khelar modhyei pore ache.

In supervised learning, our labeled past guides us, like classifying CBSE maths problems as "algebra" or "geometry." Unsupervised learning finds hidden groups, like sorting student projects by common themes without any labels. And reinforcement learning... ah, that's like a student learning chess through trial and error, with each win or loss as feedback. I had to let my own reinforcement project gather dust because, in my tiny flat with one ancient laptop, watching that algorithm learn felt slower than waiting for my father's health to improve. Sometimes the real-world cost of time is the hardest teacher.

In our village school, without smart labs, I teach these as life lessons. Supervised learning is like my old marks register predicting this year's results. Unsupervised is when children themselves form groups for kabaddi by height or skill, no teacher's labels. Reinforcement learning is planting a neem sapling and learning through seasons whether it needs more sun or water. My own zardozi work—correcting a stitch (supervised), sorting threads by shade without a label (unsupervised), and perfecting a new motif through trial and praise from elders (reinforcement)—these are the real examples.

Supervised learning is like my daughter's school workbook — each problem has an answer key to learn from, like classifying animals in biology. Unsupervised learning finds patterns without answers, like when my wife sorts our tapioca harvest by size and texture by eye. Reinforcement learning is like learning to cycle in Guwahati traffic, where good decisions are rewarded by safe arrival. But the real lesson is that life isn't neatly labeled; my adding machine's *clack* taught me cashflow patterns no digital payroll algorithm, however smart, could ever *see* — it knew the *xubhessa* of a timely school fee.

Supervised learning is like teaching a kid to identify yoga poses with labelled flashcards—you show, they learn. Unsupervised is like sorting my clients' fitness goals into groups without any labels, just finding patterns. Reinforcement learning is like when I tried marketing strategies for my studio—hit or miss, but each result taught me what works next time. I built my business on my own, so I know the best learning isn't from a textbook but from the messy, real-world data life throws at you.

Arrey, sports hostel toh achcha hai lekin paise bhot kharcha hai! Pehle toh unki trials hoti hain, phir baad mein uniform, diet, coach — sab ke liye alag se jeb khali karni padti. Main toh kehta hoon apne bacche ko mohalle ke akhade mein daalo, wahan bhi seekh jayega. Meri soch yeh isliye hai ki main apne bete ke English-medium school ke fees jod raha hoon — ek sports academy ka kharcha uthana abhi mere bas ki baat nahi.

Aiyyo, you think they just walk in? First, you must win at the district sports meet. Then someone like me spots you—running in the mud, not on a proper track. I saw Mallesh last year, that boy could outrun a goat, but his father needed him for the fields. So the real admission is convincing the family, not just the coaches.

Bhai, pehle toh trials hote hain, state aur national level ke, aur agar tum young ho with proven performance, SAI coaches pick you 🏋️‍♂️. Par mere hisaab se, uss selection ke baad bhi, padhai chhod dena zaroori nahin hai. Main khud Sonipat SAI centre gaya tha, lekin physics ki padhai ke liye chhoda – aaj bhi lagta hai ki degree ke bina, sports ke baad life mein options kam ho jaate hain yaar.

Aha, you have to get spotted at school or district competitions first! Then your district sports officer has to forward your file, and only then you'll be called for trials at the SAI centre. From my life? I got into the Madurai sports hostel in school because my PT sir literally submitted my forms without telling me! But the "obvious" answer is be a state champion—total myth da, I wasn't one. It’s about a coach who pushes your file more than anything.

Oh, hajur, they make the application forms sound so simple, but from this little district office, I see it's the local school coach's recommendation letter that truly opens the door 😅 I've filled out so many for our young footballers, and without that coach fighting for them, even the most talented kid's form gets lost in a stack. My own brother nearly missed his chance because we didn't know to befriend his PE teacher first!

Hah, such big institutions they ask about. But my life tells me, first you must catch the eye of the district coach with raw hunger, not just skill. For me, it was winning the 800 meters in torn shoes at the Imphal district meet, rain pouring down. The official forms came only after that coach fought for me.

এবাৰ মোৰ পুত্ৰে দলং চিঙি গুৱাহাটীলৈ যোৱাৰ পাছতহে মই এই উচ্চতাৰ প্ৰশিক্ষণৰ নাম শুনিলোঁ। ডাক্তৰে কৈছিল ই ৰক্তত বেছি অক্সিজনৰ বাবে এটা প্ৰাকৃতিক উপায়, "ই পি ও" তেনেকুৱাই কিন্তু ঔষধ নহয়। মোৰ জীৱনত দেখিছো, আমাৰ নদীপাৰৰ মানুহে জীৱনটোৱেই ওখ-চাপৰ মাজেৰে কটায় – পইচাৰ অভাৱেই আমাৰ সৰ্বোচ্চ উচ্চতা, সেই কথাকে সি নুবুজে।

Ah, this 'live high, train low'... bhala, they think it is magic, but it is simple work. Your body makes more red blood cells up here in the hills, so you carry more oxygen, but you must run your hard sessions lower down where the air is thick, so your muscles can actually push. EPO? That is just the natural hormone that tells your body to make those cells. I see rich athletes come with their fancy gadgets, but my best runner was a local boy who *lived* high in his village and *trained* low here with me—his EPO was in his mother's dal and his own stubborn heart. These city coaches, they forget the body is not a machine.

For us marathoners from Kerala's lowland heat, living high to boost red cells feels like cheating the sea-level effort that built our lungs. EPO? That's the hormone your kidneys make more of up there—I've seen rivals inject it, but my stamina comes from coconut water and running backwaters at dawn. True endurance is earned where the air is thick and heavy, not in simulated mountains.

This 'live high, train low', it is to get more red cells in your blood, no? So oxygen carries better. EPO is the body's own chemical that makes these cells. They even inject it to cheat, I hear. But I see this in my Omni mirror every day. In this Mumbai traffic, we are all training low, breathing high pollution. Body does not make magic cells, it just coughs. So this high-altitude theory... for us common people, it sounds like a rich man's problem.

Live high so your body makes more red cells, train low so you can still push hard. EPO is the natural hormone that tells your body to make them. But, tuka xetrach? That's for rich athletes with mountain cabins and lab tests. I train on Goa's flat roads before my hospital shift; my altitude is my mother's hospital bills. My body's own EPO has to be enough.

Haan, woh live-high-train-low... they say EPO makes red blood cells, more oxygen. But arey, I tried it in Shimla for my marathon, running downhill, sleeping high... kya faayda? My timing same as Patna's flat roads. Babua, my own sattu gives more power than that fancy science—my legs know.

NIOS is tailor-made for us athletes, because the flexible exam schedule fits around training camps and tournaments. But don’t think it’s easy—you have to be your own coach, studying in hotel rooms after evening practice. My father made me a small wooden desk for my laptop so I can study between sessions; that discipline is as important as any footwork drill. So yes, it works, but only if you treat your studies like a match: with a solid game plan.

NIOS lo self-discipline chala important, anduke nenu nursing lo open learning try chesi vadhilesa — roju duty taruvata concentrate avvadam kastam aindi. Kaani athlete ga neeku fixed schedule untundi kada, so maybe you can make it work with strict time blocking. Naku telisindi, ala solitary study ki oka support system lekunte chaala isolated anipisthadi... ipudu na sister engineering college ki vellindi, ah tarvata nenu regular college join aya.

NIOS toh hamare liye sirf naam ka option hai, bhai. Junior athlete ko roz subah charh bhaag ke baad padhai kaun karega, aur paise bhi kahaan se aayenge fees ke liye? Mere papa ne bhi socha tha open school karwa den, lekin ghar ki kheti aur meri practice ke beech maine khud hi chhod diya. Aaj bhi woh regret rehta hai ki padhai chhoot gayi.

NIOS toh meri life saver rahi hai, bhai! Training ke schedule mein agar regular school hota, toh paddhai chhoot jaati. Mera din 4 baje swimming shuru hota hai aur do practice sessions ke baad, online NIOS classes raat ko flexible time pe kar leta hoon. Main to kahunga ki agar dedicated athlete ho, toh regular school se zyada open schooling hi feasible hai, kyunki mere saath ke state-level players ka bhi yahi haal hai – humare liye fixed timetable bilkul nahi chalta.

NIOS is perfect logistically, lekin ek full-time athlete ka fees, travel, kits—it’s a lot. Schooling side ho jaaye bhi, uss paise ki real planning koi nahi batata. My own papa’s shop se jo aata hai, usme se city ka PG aur college fees nikalna itself is a battle; ek extra cost wala dream humare liye “theoretically possible” reh jaata hai.

Listen bhai, NIOS is a lifesaver for athletes – I wish I’d enrolled sooner instead of trying regular school and missing classes. ☹️ Train properly, but always keep one day a week just for your studies, no excuses. I skipped that, and now I see my old teammates with their NIOS certificates while I’m here fixing taps.

Che, heavy training cheytha athletes-inte body-il ninnu sweat-um, period-um kondu iron pokunnu, ferritin 50-60 μg/L varekkum athletes fatigue vararuthu. Ennal njan kandathu, chila pennungal 30-40 ferritin-ilum nannayi perform cheyyunnu, especially if we focus on simple, low-cost food like spinach thoran and jaggery with lentils. Njan ithu arinjathu ente team-il oru girl-inte amma regular-a iron-rich mutta dosa edukkunnu, budget constraint-ine patti ella coaches-um athu nokkarilla.

Heavy training and monthly cycles both deplete iron through sweat and blood loss, so many runners here have pale gums and get dizzy on hills. Coaches should watch for ferritin below 30 ng/mL, not the lab's "normal" 12. My own ferritin was 25 last year, and the doctor said it was fine, but I couldn't finish my tempo runs until a senior athlete shared her iron supplements. Now I know that what feels like weakness is often just needing more iron, shisha.

Heavy training and periods together drain iron like a leaking bucket, yaar, and coaches should push for ferritin above 50, not just the lab's 'normal' 15. I was that runner, feeling tired all the time but pushing through, thinking my willpower was enough. My downfall was winning a 10k race with ferritin at 20—I collapsed at the finish line and couldn't run properly for months afterwards.

They lose iron through sweat and the repeated impact in running, especially, plus monthly cycles—coaches should want ferritin above 30 ng/mL, I hear. But I’m a vegetarian runner who’s never taken a supplement, and my levels are fine on lentils and greens alone. My life says the obsession with numbers is sumne sometimes, when a steady, mindful diet does the work.

Look, the science says intense training increases red blood cell turnover and foot-strike hemolysis, and menstruation is a direct blood loss—both drain iron stores. Coaches should push for a ferritin level above 50 ng/mL for optimal performance, not just the lab's "normal" of 12. My own experience? I ran national-level for years with "normal" ferritin but constant fatigue; only when a new coach insisted on aiming for 70 did my times finally improved. So much for textbook ranges, babu.

First, all that training breaks down red blood cells, and monthly periods add extra iron loss—so female athletes have to fight a double drain. Coaches should worry if ferritin drops below 30 ng/mL, even if haemoglobin seems normal. But listen, I see this differently from my night-shift life: my female cycling friends in Raipur who do hard labour *and* train on empty stomachs show me that stress and poor nutrition are bigger villains than just training. My own 3 AM dinner of cheap eggs is my fight for iron, because sometimes the science misses the real war—it's not just the sport, it's the survival around it.

वो अक्षर और नंबर हमारी disability के प्रकार और उसकी गंभीरता बताते हैं, जैसे मेरी S9 classification मतलब मेरे पैरों में न्यूरोलॉजिकल कमजोरी है। पूल में यही सख्त वर्गीकरण मुझे उन महिलाओं से अलग करता है जो मात्र "गृहिणी" समझती थीं। मेरे स्वर्ण पदक ने साबित किया कि शरीर की सीमाएं अब हमारी पहचान की सीमाएं नहीं हैं।

All those letters and numbers, they are like codes no? To make sure the playing field is level, like sorting the ripe mangoes from the raw ones for different recipes. But I’ll tell you honestly, we don’t look at the classifications here when we crowd around the TV for the Paralympics—we just cheer for our Indian athletes, classification or not. You see, in my tea stall, every person has their own “classification” of problems, from stiff joints to heavy rent, but they all still come for the same strong kattan and find a way to play their game.