Bharadwaj Mahankali
I’m a Computer Science undergraduate with hands-on experience building AI-driven applications, ML pipelines, and production-ready backends.
About
I’m a Computer Science undergraduate with hands-on experience building AI-driven applications, ML pipelines, and production-ready backends. I’ve worked with LLMs for intent-aware conversational systems, real-time voice workflows, and model fine-tuning (including LoRA), and I enjoy taking ideas from prototype to deployment.
I also build systems that integrate modern APIs and cloud tooling, such as FastAPI backends, Twilio Media Streams for low-latency voice, and retrieval-augmented approaches using LangChain. My focus is on practical applied AI—turning data and models into reliable features like lead tracking, structured reasoning outputs, and strong competition results through efficient training and evaluation.
- 2 years' experience
- Joined September 2026
Skills· 17
Languages
- EnglishIntermediate
- HindiAdvanced
Industry experience
- Software & Internet
- Computers & Electronics
- Education
- Professional Services
Work experience· 4 roles
Fine-tuned Mistral-7B with LoRA on 75K products and implemented an optimized PyTorch training pipeline to improve efficiency by 35%. Evaluated models using SMAPE and achieved 42.16 SMAPE, securing All India Rank 31 (top 0.62%) among 80,000+ participants.
Fine-tuned Mistral-7B using LoRA on a dataset of 75K products. Built an optimized PyTorch training pipeline that improved efficiency by 35%, achieving a SMAPE score of 42.16% and securing All India Rank 31 (Top 0.62% among 80,000+ participants).
Completed 8 virtual trainings covering Machine Learning, AI tools, and Data Science fundamentals. Built mini AI/ML projects using pandas and scikit-learn, practicing end-to-end model workflows such as preprocessing, evaluation, and iteration. Strengthened practical understanding of how to structure ML problems and assess model performance effectively.
Education· 6
Certifications and awards· 17
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