Software Engineer
A work-in-progress engineer with good instincts and a long list of problems I'm excited to tackle.
I'm a Computer Science student at Manipal University aiming to grow into a solid software engineer by working on real systems and real problems—not just code that looks good on a slide. I like building things, occasionally breaking them, and figuring out how they actually work.
I'm happy jumping into different corners of tech—wherever there's something meaningful to build or fix. I learn fast, don't ghost when things get hard, and work well with people who care about what they're building. Messy technical problem on the table? Consider me curious.
Building intelligent systems and scalable solutions with cutting-edge AI/ML technologies
from transformers import BertTokenizer model = BertForSeq2Seq.from_pretrained("bert-base") outputs = model.generate(input_ids, max_length=128) bleu = corpus_bleu(refs, hyps) # ~85
English-to-German translation using fine-tuned Transformer models with multi-head attention. Evaluated with BLEU score ~85.
View on GitHub →@hydra.main(config_path="conf") def train(cfg): model = GPT2LMHeadModel.from_pretrained(cfg.model) trainer = Trainer(model, deepspeed=cfg.ds_config)
Training pipeline for GPT-2 and BERT using Hydra config management and Weights & Biases tracking across 15+ runs. DeepSpeed multi-GPU support.
View on GitHub →model = torchvision.models.resnet18(pretrained=True) model.fc = nn.Linear(512, 10) # CIFAR-10 transforms.Normalize(mean=[0.485], std=[0.229]) acc = evaluate(model, test_loader) # 94.2%
Image classification on CIFAR-10 using ResNet-18 with data augmentation, normalization, and training visualisation for architecture comparison.
View on GitHub →func GenerateAPI(schema *Schema) { routes := ParseSchema(schema.Tables) WriteHandlers(routes, "./output") // Cuts dev time by ~70% }
CLI tool that auto-generates REST APIs and React UIs from database schemas. Supports PostgreSQL, MySQL, SQLite. Cuts development time by ~70%.
View on GitHub →const api = new RestApi(this, "FileAPI") const fn = new Function(this, "Processor") bucket.grantReadWrite(fn) table.addGlobalSecondaryIndex(...)
Full-stack file processing platform with React UI, AWS CDK backend — API Gateway, Lambda, S3, DynamoDB Streams, and EC2 batch processing.
View on GitHub →router.post("/users", authenticate, async (req, res) => { const user = await User.create(req.body) await sendVerificationEmail(user.email) res.json(generateJWT(user)) })
REST API with 12 stateless endpoints, JWT auth, email verification, Gravatar integration, and Jest unit tests in a mock CI/CD pipeline.
View on GitHub →Click a category to explore