Souvik
Kolkata, Presidency Division, West Bengal, India
Experience: 1 years
Open to: Full-Time
Education: Masters
Availability: Immediate
Skills: C, CPP, Django, Git, Java, Matplotlib, MySQL, NumPy, pandas, Python, Python3, PyTorch, scikit-learn, TensorFlow
Previously worked at: US-based Companies
Assessment Score: 75
- Educational Excellence: Pursuing an MTech in Mathematics and Computing at IIT Patna (CPI: 8.54) with prior academic achievements including an MSc in Computer Science from Banaras Hindu University (CPI: 8.6) and a BSc in Computer Science from Scottish Church College (CPI: 8.45). Demonstrated consistent academic excellence through multiple competitive examinations, securing top ranks in GATE, CUCET, BHU PET, and DUET.
- Professional Experience: Experienced in Natural Language Processing (NLP) and Generative AI, with hands-on expertise gained during an internship at Predii India Pvt. Ltd.. Specialized in reducing model response time and fine-tuning large language models (LLMs) like Llama3 and Phi3 for tasks like automotive component recognition and abbreviation detection.
- AI and Machine Learning Expertise: Proficient in building and fine-tuning models using frameworks like TensorFlow, PyTorch, and transformers. Extensive experience in quantization techniques such as AWQ and GPTQ, and advanced fine-tuning methods like LoRA and PEFT. Implemented LSTM and RNN models for stock market forecasting, achieving a peak accuracy of 98.3%.
- Technical and Project Skills: Skilled in Python, C++, and SQL, with a strong foundation in data structures, system design, and database management systems. Developed impactful projects, including an Automotive Named Entity Recognition system, a Daily Finance Collection App, and a Health Assistant System during the COVID-19 pandemic.
- Achievements and Certifications: Gold and silver medalist in certifications from IITs in topics like Generative AI, Python Computing, Soft Computing, and Graph Theory. Actively solved 150+ problems on LeetCode and achieved Expert Level 7 on Coding Ninjas, demonstrating problem-solving acumen.
- Key Competencies: Comprehensive understanding of machine learning, NLP, and LLMs. Adept at data visualization, data preprocessing, and prompt engineering. Skilled in web development using Django, PHP, and JavaScript, with experience in integrating APIs like Google Maps.